{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7776dff8e8d9","filters":{"venue":"Lippincott s Bone and Joint Newsletter"}},"results":[{"id":"W4221004349","doi":"10.1097/01.bonej.0000824864.83400.e1","title":"Strong Versus Mild Opioids After Orthopaedic Surgery","year":2022,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medicine; Medical education; Family medicine","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02593562836719121,"gpt":0.2473076007664959,"spread":0.2213719723993046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007224607,0.0001259127,0.0004388144,0.0002814745,0.0004726913,0.0006148806,0.0001603049,0.0002573478,0.01726953],"category_scores_gemma":[0.005181905,0.00005731469,0.0003459251,0.0004146771,0.0002775907,0.0005002834,0.0003899803,0.0004966207,0.001493635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043816,"about_ca_system_score_gemma":0.0006419644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007873384,"about_ca_topic_score_gemma":0.00508341,"domain_scores_codex":[0.9994096,0.0001874987,0.00007715401,0.0000431924,0.0001491136,0.0001334225],"domain_scores_gemma":[0.9974916,0.001013299,0.000635281,0.00006257185,0.0001578626,0.000639344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02235265,0.001658766,0.1340464,0.002299391,0.0005746468,0.000275279,0.0004167061,0.0001120747,0.0009575952,0.002436004,0.05708814,0.7777823],"study_design_scores_gemma":[0.002289704,0.01601635,0.8942944,0.003472503,0.0008175334,0.002518495,0.002926623,0.0004089669,0.0006397658,0.004263171,0.07227182,0.00008064172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7606681,0.1284245,0.0008207395,0.0169366,0.004854857,0.0002466758,0.00255668,0.00005057119,0.08544131],"genre_scores_gemma":[0.960372,0.023286,0.0005267999,0.003967313,0.001772001,0.00009472786,0.0007279823,0.00001455869,0.009238753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726953,"threshold_uncertainty_score":0.05777228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313489365","doi":"10.1097/01.bonej.0000905616.60245.9a","title":"Walking for Exercise Benefits People With Knee Osteoarthritis","year":2022,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medical education; Medicine","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072347933648833,"gpt":0.2067394100475054,"spread":0.196015930711017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004986925,0.0002099043,0.0003807139,0.0007155252,0.001331503,0.0007567411,0.0002580691,0.00143343,0.03635063],"category_scores_gemma":[0.002842842,0.0001405978,0.0005619078,0.0004526997,0.0001837338,0.0005413202,0.00128202,0.0008439296,0.004917125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195601,"about_ca_system_score_gemma":0.0008483047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904258,"about_ca_topic_score_gemma":0.01369846,"domain_scores_codex":[0.9996558,0.00008333118,0.00001904164,0.00001874933,0.0001250933,0.00009788127],"domain_scores_gemma":[0.9993018,0.00007341221,0.00009201459,0.00001363964,0.00009538331,0.0004237825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005480144,0.003543275,0.05110833,0.001437364,0.0001350997,0.0004053135,0.0006209238,0.00006530452,0.0007954044,0.0005207057,0.2259694,0.7148509],"study_design_scores_gemma":[0.0008729839,0.004414347,0.5978407,0.004163026,0.0005208035,0.002221473,0.002935604,0.0001827814,0.0002756836,0.001376164,0.3851324,0.00006399267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3498017,0.1207587,0.0008385965,0.1300856,0.009928197,0.0009917305,0.001980635,0.0005111746,0.3851036],"genre_scores_gemma":[0.7293529,0.1025819,0.003322071,0.03937569,0.006186478,0.0006958176,0.001548998,0.00007612938,0.1168601],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03635063,"threshold_uncertainty_score":0.121605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176722844","doi":"10.1097/01.bonej.0000756884.53517.ae","title":"Fragility Associated With Looming Risk of Osteoporotic Fracture","year":2021,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medicine; Medical education; Political science; Family medicine","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009075685084268441,"gpt":0.2141604826866311,"spread":0.2050847976023626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184485,0.0001821989,0.0001665165,0.001259301,0.0005117896,0.0003764605,0.0001696977,0.0003697972,0.02586723],"category_scores_gemma":[0.00193684,0.0001247057,0.0002400574,0.001048063,0.0001809235,0.0002623273,0.0003114179,0.0005591374,0.001148444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555513,"about_ca_system_score_gemma":0.0002044999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003936183,"about_ca_topic_score_gemma":0.007834588,"domain_scores_codex":[0.9998807,0.00002459935,0.00001163326,0.0000133487,0.00003686175,0.00003280407],"domain_scores_gemma":[0.9993588,0.00009991956,0.0003379642,0.00001850977,0.00005799624,0.0001267159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103795,0.00006819423,0.9718605,0.00005328698,0.00004110577,0.001430307,0.00005054221,0.00005453503,0.0001545271,0.0003632909,0.005522768,0.02029066],"study_design_scores_gemma":[0.000007619521,0.00007235477,0.9859761,0.0001070882,0.00004375433,0.01024856,0.000155643,0.0001725401,0.00004647504,0.0005308049,0.002631157,0.000007869342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118877,0.01180627,0.0005182592,0.005448788,0.0002826304,0.00007408624,0.003311205,0.00006870271,0.06660231],"genre_scores_gemma":[0.9917972,0.002521261,0.0002627628,0.000307938,0.0002867775,0.0000132245,0.0008546364,0.000007891847,0.003948262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02586723,"threshold_uncertainty_score":0.0865345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221027853","doi":"10.1097/01.bonej.0000824860.49189.ee","title":"Parathyroidectomy Associated With Lower Risk of Fractures in Older Adults","year":2022,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medicine; Medical education; Family medicine; Political science","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005592408123293369,"gpt":0.2217837660111591,"spread":0.2161913578878657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001373415,0.000110901,0.0002039158,0.0005764884,0.0002149878,0.0002579924,0.0001279436,0.0003000975,0.006594312],"category_scores_gemma":[0.001585484,0.0001089357,0.0002795039,0.0005655885,0.00008845294,0.0002176766,0.0001512326,0.0004640429,0.0003866638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142504,"about_ca_system_score_gemma":0.0001757235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00490943,"about_ca_topic_score_gemma":0.005638224,"domain_scores_codex":[0.9998841,0.00001681162,0.00001150104,0.00001943066,0.00004594339,0.00002229796],"domain_scores_gemma":[0.9995481,0.00007261395,0.0002222374,0.00001662003,0.000042415,0.00009792067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756415,0.00004823842,0.9880559,0.00005618991,0.00007337533,0.0003754347,0.00006615809,0.00001970765,0.0002236414,0.00004279459,0.001655025,0.009207757],"study_design_scores_gemma":[0.00001027565,0.00006557443,0.9977134,0.00003142757,0.00003715366,0.001113751,0.0001154901,0.00006714486,0.00001933062,0.00006932226,0.0007538828,0.000003238599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823005,0.007923054,0.0001226709,0.001059667,0.0001637724,0.00001379981,0.0009660982,0.000015344,0.007435057],"genre_scores_gemma":[0.9963444,0.001808211,0.00005803427,0.0001769777,0.0001757974,0.00000597039,0.0003714624,0.000003033719,0.001056181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006594312,"threshold_uncertainty_score":0.02206016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327947003","doi":"10.1097/01.bonej.0000924412.53134.05","title":"Joint Hypermobility Linked to Depression and Anxiety in Adolescence","year":2023,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Joint (building); Medicine; Medical education; Anxiety; Depression (economics); Family medicine; Psychology; Psychiatry; Engineering","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01912699241839233,"gpt":0.2380193576072313,"spread":0.218892365188839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349209,0.0001514469,0.0002358449,0.001013374,0.0005032708,0.0004579,0.0002057055,0.0003535183,0.004878382],"category_scores_gemma":[0.001602457,0.0002769061,0.0002319693,0.0007687474,0.0002724069,0.0003529145,0.0003577374,0.0005418189,0.0002617704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009129,"about_ca_system_score_gemma":0.0003187408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007648008,"about_ca_topic_score_gemma":0.01317709,"domain_scores_codex":[0.9997995,0.00005283174,0.00001792953,0.00002252396,0.00004861201,0.00005864829],"domain_scores_gemma":[0.9992509,0.0001439712,0.0003435098,0.00001938984,0.00006457544,0.0001776175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006918719,0.000179435,0.9807177,0.00004831887,0.00003647543,0.001783198,0.0004551594,0.00003810323,0.0004936315,0.0003709653,0.001911388,0.01389645],"study_design_scores_gemma":[0.000003244462,0.00003862118,0.9965804,0.00004202686,0.00001268443,0.002501455,0.0003637803,0.00005133142,0.00002246748,0.00007601426,0.0003057891,0.000002194147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851846,0.004888749,0.0001143097,0.001268707,0.00005911069,0.00005295693,0.0002499008,0.00001182552,0.008169896],"genre_scores_gemma":[0.9971454,0.001878852,0.00007723122,0.00009311804,0.0000384609,0.00001565615,0.0001067272,0.000001751963,0.0006426787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007648008,"threshold_uncertainty_score":0.01631975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084894467","doi":"10.1097/01.bonej.0000717868.35061.0d","title":"Immediate Postoperative Bone Contact Status Has Significant Impact on Healing After Multilevel Lumbar Interbody Fusion","year":2020,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medicine; Medical education; Medical journal; Position (finance); Family medicine; Business; Finance","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03856767484042022,"gpt":0.2841242424578488,"spread":0.2455565676174286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482397,0.0001385307,0.0003181609,0.0004699398,0.0003670858,0.000662033,0.0003774605,0.000476986,0.0111716],"category_scores_gemma":[0.009525773,0.0001220506,0.0004505547,0.0005301781,0.0003622144,0.0004382032,0.0004387276,0.0005252115,0.001021164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775942,"about_ca_system_score_gemma":0.0003205738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567421,"about_ca_topic_score_gemma":0.005615612,"domain_scores_codex":[0.9994394,0.0001304351,0.0000854041,0.00005032306,0.0001640285,0.0001303114],"domain_scores_gemma":[0.9939398,0.002139268,0.002727907,0.0001503184,0.0003831896,0.0006595821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004300226,0.0004330152,0.9454815,0.0001594078,0.0001483076,0.0007311738,0.0002385253,0.000104672,0.001128707,0.00005867314,0.001644277,0.04557145],"study_design_scores_gemma":[0.00002382939,0.0005323529,0.9978474,0.00005411141,0.00006125016,0.0006142627,0.0002328585,0.0001101016,0.0001320493,0.00005140663,0.0003318677,0.000008502781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943792,0.002491863,0.00007197163,0.0004159119,0.00006482814,0.00001352057,0.0002634085,0.00001117735,0.002288105],"genre_scores_gemma":[0.998695,0.0004324012,0.00004325109,0.00006433531,0.00003652643,0.000007255055,0.0001922374,0.000004652996,0.0005244057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111716,"threshold_uncertainty_score":0.03737277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112184467","doi":"10.1097/01.bonej.0000725720.96691.b8","title":"Virtual Clinic Effective Alternative to In-Person Follow-Up","year":2020,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medical education; Position (finance); Medicine; Family medicine; Political science; Business; Finance","authors":[{"name":"Ellen Hoffmeister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1134760401082819,"gpt":0.3725655397948974,"spread":0.2590894996866155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008831548,0.0004183143,0.0004927748,0.0008163109,0.001002648,0.001340956,0.001096541,0.0008862012,0.13071],"category_scores_gemma":[0.003858386,0.0001338173,0.0007368357,0.0003823701,0.0002758732,0.001213271,0.00190511,0.001213213,0.01860172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364569,"about_ca_system_score_gemma":0.000878019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000866397,"about_ca_topic_score_gemma":0.00228132,"domain_scores_codex":[0.9991854,0.0003258649,0.00003896091,0.00009869502,0.0001913238,0.0001597941],"domain_scores_gemma":[0.9983735,0.0004105671,0.0001768246,0.0001689696,0.0001313821,0.000738649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008962202,0.005273742,0.004620838,0.0004784634,0.00007711873,0.001598844,0.0002049301,0.0003456828,0.0006454684,0.002336607,0.1697405,0.8137817],"study_design_scores_gemma":[0.00287781,0.01221679,0.08089837,0.003647312,0.0004851035,0.03659104,0.002911359,0.006022842,0.002852653,0.01557052,0.8356377,0.0002885597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1907993,0.02912356,0.0614813,0.03530047,0.01426824,0.002191488,0.002913819,0.009365406,0.6545563],"genre_scores_gemma":[0.7462593,0.01217081,0.04113944,0.008876824,0.005569365,0.001237558,0.001689004,0.0005334179,0.1825243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.13071,"threshold_uncertainty_score":0.4372686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}