{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"f86fe578e2df","filters":{"venue":"Journal of Family Medicine"}},"results":[{"id":"W4200597352","doi":"10.26420/jfammed.2021.1268","title":"Improving Management of Osteoarthritis: Patients’ Perceptions of a Surgical Readiness Interview Tool","year":2021,"lang":"en","type":"article","venue":"Journal of Family Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Alberta Bone and Joint Health Institute; University of Calgary; Western University","funders":"","keywords":"CLARITY; Qualitative research; Perception; Conversation; Medicine; Psychology; Medical education; Physical therapy","authors":[{"name":"Barton KI","is_ca":true},{"name":"Hewison CE","is_ca":true},{"name":"Ania Kania‐Richmond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02711508607064549,"gpt":0.2975028281378767,"spread":0.2703877420672312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02362073,0.0003111745,0.0003395754,0.0008195954,0.002032467,0.002178903,0.0008379208,0.0008839032,0.001613184],"category_scores_gemma":[0.03759212,0.0002863499,0.0003556104,0.0007501242,0.001856941,0.001461432,0.003275339,0.001587048,0.0002071135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913753,"about_ca_system_score_gemma":0.004004095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291044,"about_ca_topic_score_gemma":0.007423224,"domain_scores_codex":[0.9854984,0.01210807,0.0006499409,0.0001558783,0.0007232659,0.0008645452],"domain_scores_gemma":[0.9721187,0.02071564,0.002224731,0.0004061489,0.001979731,0.002555025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003024355,0.0004762232,0.0809408,0.001029815,0.00003346242,0.001777672,0.8279542,0.0002937648,0.003905831,0.001173036,0.004172579,0.0779402],"study_design_scores_gemma":[0.00006142517,0.001345747,0.03440185,0.0005259009,0.00003583517,0.001216752,0.9413557,0.0007796535,0.0009330902,0.0006427343,0.01858848,0.0001128495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880165,0.0004481707,0.0027202,0.004638023,0.00006761187,0.0005234901,0.0001199081,0.00004451559,0.003421562],"genre_scores_gemma":[0.9906213,0.0004670057,0.007083311,0.0008306009,0.00001666179,0.0004232412,0.00005942692,0.000008140381,0.0004903512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02362073,"threshold_uncertainty_score":0.1249198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390485841","doi":"10.26420/jfammed.2023.1339","title":"Look and Listen: How the Coldness of Health Care Providers is Modifiable","year":2023,"lang":"en","type":"article","venue":"Journal of Family Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"Faculty of Medicine and Health, University of Sydney; Université de Sherbrooke","keywords":"Feeling; Eye contact; Gaze; Vulnerability (computing); Narrative; Psychology; Nursing; Medicine; Focus group; Qualitative research; Health professionals; Health care; Social psychology; Developmental psychology","authors":[{"name":"Lafrenaye Sylvie","is_ca":true},{"name":"Depani Isabella","is_ca":true},{"name":"Vignone Amanda","is_ca":true},{"name":"G. Hélène","is_ca":true},{"name":"Labbé Ismael","is_ca":true},{"name":"Léonard Guillaume","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08564367810458577,"gpt":0.3665599782601225,"spread":0.2809163001555368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005676522,0.0004684919,0.0004024321,0.001082042,0.004611406,0.004329986,0.001167032,0.001873507,0.005441097],"category_scores_gemma":[0.03483972,0.0005479635,0.0007757284,0.0006867295,0.01064428,0.004408468,0.005070411,0.003076633,0.0003548622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599909,"about_ca_system_score_gemma":0.003873228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01818969,"about_ca_topic_score_gemma":0.01462009,"domain_scores_codex":[0.9904986,0.006012649,0.0003155603,0.0008701317,0.001492977,0.0008100462],"domain_scores_gemma":[0.9842632,0.009284991,0.004024569,0.0006763932,0.0007836277,0.0009671072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002921657,0.0003123279,0.08740468,0.002215331,0.0003176428,0.005039602,0.7405984,0.0002680611,0.005400313,0.0124908,0.01391815,0.1317427],"study_design_scores_gemma":[0.000148373,0.0007404401,0.1830464,0.004603019,0.0005454489,0.01032337,0.67814,0.0008440565,0.002394107,0.01632468,0.102588,0.0003020348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.855546,0.02256787,0.008239671,0.05018562,0.001383885,0.0003278307,0.0001870263,0.0002155316,0.0613465],"genre_scores_gemma":[0.9914086,0.00230078,0.001310575,0.003122882,0.0001333932,0.00008215946,0.00002939813,0.00004228835,0.001569815],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01818969,"threshold_uncertainty_score":0.03616762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313210339","doi":"10.26420/jfammed.2022.1320","title":"Obesity and Body Image Perception among the Community in Saudi Arabia: A Mini Literature Review","year":2022,"lang":"en","type":"article","venue":"Journal of Family Medicine","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Obesity; Perception; Operationalization; Medicine; Risk perception; Gerontology; Psychology; Environmental health; Pathology","authors":[{"name":"S Almunammis","is_ca":true},{"name":"Parentela GM","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0801716111664762,"gpt":0.438165783823349,"spread":0.3579941726568728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227586,0.0006905425,0.001120962,0.007569679,0.0009482473,0.002395891,0.0008690038,0.001342424,0.002944436],"category_scores_gemma":[0.005817513,0.000451188,0.001045137,0.006382448,0.0009989648,0.002500207,0.0009702921,0.0006933791,0.0002253742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152261,"about_ca_system_score_gemma":0.006643409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233661,"about_ca_topic_score_gemma":0.02446837,"domain_scores_codex":[0.9990069,0.0002831708,0.00030945,0.0001093906,0.0002152418,0.00007599042],"domain_scores_gemma":[0.9925804,0.004761843,0.001226428,0.00006219932,0.001187171,0.0001819554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002385133,0.0002166255,0.04209717,0.3320311,0.001168444,0.001321935,0.0119037,0.0001836428,0.0005351335,0.00284328,0.01184491,0.5956156],"study_design_scores_gemma":[0.00006813479,0.0004314836,0.1879293,0.551257,0.006184391,0.01008974,0.06578446,0.000365549,0.000616652,0.001901262,0.1752111,0.000160965],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008486467,0.9893879,0.00005872722,0.001061229,0.000170279,0.00002879282,0.0001009019,0.00000278704,0.0007030403],"genre_scores_gemma":[0.04297586,0.9557538,0.0002288461,0.0005708848,0.0001794366,0.00004497372,0.00009771411,0.000001672871,0.0001468374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01233661,"threshold_uncertainty_score":0.02452964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310459163","doi":"10.26420/jfammed.2022.1300","title":"Are Chronic Pain Syndromes the Reason for Statin-Associated Muscle Symptoms?","year":2022,"lang":"en","type":"article","venue":"Journal of Family Medicine","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","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":"York University","funders":"","keywords":"Medicine; Chronic pain; Statin; Hydroxymethylglutaryl-CoA Reductase Inhibitors; myalgia; Physical medicine and rehabilitation; Physical therapy; Internal medicine","authors":[{"name":"Rose Sheinin","is_ca":true},{"name":"Nogueira AR","is_ca":false},{"name":"Bragazzi NL","is_ca":true},{"name":"‬‬‬‬Abdulla Watad","is_ca":false},{"name":"Shmuel Tiosano","is_ca":false},{"name":"Tal Gonen","is_ca":false},{"name":"Yarden Yavne","is_ca":false},{"name":"Κassem Sharif","is_ca":false},{"name":"Y Kameri","is_ca":false},{"name":"Daniela Amital","is_ca":false},{"name":"H Amital","is_ca":false},{"name":"Hofit Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06359977793857871,"gpt":0.3419038151460198,"spread":0.278304037207441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003732271,0.0001721237,0.0003544559,0.0004659061,0.0002957529,0.0004025717,0.0002529544,0.0007266444,0.005246822],"category_scores_gemma":[0.003315551,0.0001322477,0.0002989119,0.0006440891,0.0003751536,0.0004033398,0.0002352773,0.000471713,0.0003052252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234415,"about_ca_system_score_gemma":0.0003830252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487807,"about_ca_topic_score_gemma":0.001821444,"domain_scores_codex":[0.9996743,0.00007461481,0.00004480397,0.00003860488,0.00007775074,0.00008999671],"domain_scores_gemma":[0.998291,0.0004303341,0.001007381,0.00003328418,0.0001201998,0.0001178704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001957963,0.00004727761,0.9876581,0.0001158315,0.00005894769,0.001327477,0.0000926655,0.00002165506,0.0004475316,0.00008027611,0.0003730213,0.009581363],"study_design_scores_gemma":[0.00002615656,0.0001020108,0.9893607,0.0001290195,0.00005288499,0.009100152,0.0004453522,0.0001557115,0.0000848727,0.0001229431,0.0004157604,0.000004357219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836767,0.01085176,0.0002275232,0.002807636,0.00006101662,0.00002177555,0.0001915586,0.000004952813,0.002157007],"genre_scores_gemma":[0.9968339,0.002444239,0.00007434464,0.0002587906,0.0001623011,0.000005336819,0.0001055259,7.645926e-7,0.0001148137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005246822,"threshold_uncertainty_score":0.01755238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}