{"meta":{"query_hash":"4f163fad8be3","filters":{"venue":"Progress in Orthopedic Science"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4f163fad8be3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Progress+in+Orthopedic+Science"},"results":[{"id":"W3088910604","doi":"10.47363/pos/2020/vid/1002","title":"Contrast Spread Technique-Algorithm and Study","year":2020,"lang":"en","type":"article","venue":"Progress in Orthopedic Science","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epidural space; Contrast (vision); Radiological weapon; Medicine; Space (punctuation); Confidence interval; Significant difference; Algorithm; Computer science; Radiology; Surgery; Artificial intelligence","score_opus":0.029689541998040785,"score_gpt":0.33273442431780587,"score_spread":0.30304488231976506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088910604","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16124082,0.00956064,0.7968478,0.0010380006,0.0004849477,0.0062862374,0.001472959,0.00271638,0.020352226],"genre_scores_gemma":[0.37864915,0.004557887,0.59633213,0.0005219236,0.00038576644,0.0048356866,0.0025455635,0.0007287182,0.01144315],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997521,0.0006557946,0.00028655143,0.0005274314,0.00089554884,0.000113601694],"domain_scores_gemma":[0.9955764,0.002050919,0.00033647454,0.00043965018,0.0014511591,0.0001454295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003697352,0.0008381027,0.0008916278,0.0020827348,0.00037404284,0.002213656,0.001449223,0.0013825848,0.008266354],"category_scores_gemma":[0.019494975,0.0003682437,0.00085839536,0.0015302183,0.0005963467,0.0013973861,0.0008602008,0.000898693,0.0033369465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032940474,0.00080539554,0.046709016,0.0013223938,0.00029103248,0.0012226674,0.00036034256,0.017813483,0.010815763,0.011827049,0.008110515,0.89742833],"study_design_scores_gemma":[0.0017841175,0.008419196,0.06167364,0.001409653,0.0010580351,0.029553315,0.0008424642,0.70140547,0.059143376,0.022252107,0.11213807,0.00032057017],"about_ca_topic_score_codex":0.0013623585,"about_ca_topic_score_gemma":0.00060595816,"teacher_disagreement_score":0.008266354,"about_ca_system_score_codex":0.0008521626,"about_ca_system_score_gemma":0.0013168344,"threshold_uncertainty_score":0.027653754},"labels":[],"label_agreement":null},{"id":"W4323063106","doi":"10.47363/pos/2021(7)142","title":"Basics of Foot Correction","year":2021,"lang":"en","type":"article","venue":"Progress in Orthopedic Science","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pedorthic Research Foundation of Canada","funders":"","keywords":"Foot (prosody); Physical medicine and rehabilitation; Computer science; Medicine; Philosophy; Linguistics","score_opus":0.019746866477121885,"score_gpt":0.3312384895777237,"score_spread":0.31149162310060186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323063106","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025790969,0.2706325,0.08423429,0.05450403,0.020434933,0.0005128144,0.0011464069,0.0012778912,0.54146624],"genre_scores_gemma":[0.31161758,0.28582028,0.07093894,0.012934795,0.023793338,0.00085244235,0.0010186251,0.00040869904,0.2926153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942625,0.000104710285,0.000040185154,0.00007755248,0.00027539828,0.00007591075],"domain_scores_gemma":[0.9993875,0.00014034109,0.000047240366,0.00012001915,0.00020457497,0.00010023405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008369763,0.00061262026,0.0004376687,0.0020366935,0.0010492547,0.0015777075,0.0010024442,0.0013169422,0.022153933],"category_scores_gemma":[0.001511651,0.00027391565,0.00053910847,0.000613776,0.0022448804,0.0009775413,0.0010783657,0.0028189889,0.006152298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022631977,0.0004534345,0.0016835098,0.0010349533,0.000025344085,0.00071136997,0.00032828367,0.0005562045,0.014015141,0.11193341,0.04459882,0.8244332],"study_design_scores_gemma":[0.000047624,0.00037325307,0.006404615,0.0007120166,0.000028449904,0.004596982,0.00021856371,0.00060135376,0.008566714,0.06441749,0.9139882,0.00004474522],"about_ca_topic_score_codex":0.0017925721,"about_ca_topic_score_gemma":0.0014838284,"teacher_disagreement_score":0.022153933,"about_ca_system_score_codex":0.00085207366,"about_ca_system_score_gemma":0.0022238512,"threshold_uncertainty_score":0.074112296},"labels":[],"label_agreement":null},{"id":"W4380927464","doi":"10.47363/pos/2023(9)167","title":"Limb Shortening is the Root Cause of All Diseases","year":2023,"lang":"en","type":"article","venue":"Progress in Orthopedic Science","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pedorthic Research Foundation of Canada","funders":"","keywords":"Root (linguistics); Root cause analysis; Medicine; Biology; Anatomy; Forensic engineering; Engineering; Philosophy; Linguistics","score_opus":0.044676144903200224,"score_gpt":0.3497296701755061,"score_spread":0.3050535252723059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380927464","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23950717,0.62568533,0.011035988,0.012987324,0.003630566,0.0001233448,0.0034266824,0.00079981564,0.10280376],"genre_scores_gemma":[0.65667343,0.28684822,0.005243386,0.002094691,0.0042594126,0.000055554596,0.0018170677,0.00011076454,0.042897474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996494,0.000040060415,0.00003105819,0.00007883231,0.00014563659,0.00005500995],"domain_scores_gemma":[0.99922144,0.00014887218,0.00030393215,0.00004697247,0.0001872361,0.00009146226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036687186,0.00064797915,0.00092019787,0.001201719,0.00055772695,0.0008086205,0.00046658245,0.0007075793,0.0075676017],"category_scores_gemma":[0.00094191614,0.00014837031,0.00036167505,0.001566102,0.0007849333,0.0002855389,0.0007264367,0.0007316832,0.0026580011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030687806,0.00018487041,0.11072753,0.0020613922,0.000246086,0.0067990636,0.0003926009,0.0007801073,0.025189644,0.009169361,0.028627412,0.8155151],"study_design_scores_gemma":[0.000079041725,0.0010040003,0.44871414,0.003057571,0.00068647624,0.062498007,0.0010775853,0.0008733107,0.00911928,0.012032143,0.46073648,0.000121960155],"about_ca_topic_score_codex":0.0016857545,"about_ca_topic_score_gemma":0.002215659,"teacher_disagreement_score":0.0075676017,"about_ca_system_score_codex":0.00033952863,"about_ca_system_score_gemma":0.0013370648,"threshold_uncertainty_score":0.025316179},"labels":[],"label_agreement":null},{"id":"W4393045806","doi":"10.47363/pos/2023(9)171","title":"Average 10-Year Follow-Up Outcomes of Lumbar Total Disc Replacement in 109 Patients","year":2023,"lang":"en","type":"article","venue":"Progress in Orthopedic Science","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Medicine; Lumbar; Physical therapy; Surgery","score_opus":0.02283543981085126,"score_gpt":0.3318822978597707,"score_spread":0.3090468580489194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393045806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977342,0.00046397193,0.000068564164,0.00003725672,0.000008631609,0.00000424568,0.0010932296,0.000005605249,0.0005841991],"genre_scores_gemma":[0.9981154,0.00014060881,0.00002121372,0.00001704567,0.000008642742,0.0000043343293,0.0014858124,0.0000012813523,0.00020555661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99953175,0.000056043296,0.00008744931,0.00008820162,0.00007657201,0.00015993838],"domain_scores_gemma":[0.99878436,0.00025495776,0.00051958184,0.000055812226,0.00016178799,0.00022349643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005429835,0.00033223603,0.000490139,0.0010441426,0.0005663305,0.0006049526,0.00043940605,0.0005922017,0.0015431452],"category_scores_gemma":[0.0020174426,0.00020830314,0.0007761314,0.00087298447,0.0002411921,0.0008096926,0.0005836155,0.00044984062,0.00033394032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004606062,0.000073656964,0.99577147,0.000016857524,0.00009032028,0.00028937985,0.00006917849,0.00017555927,0.00013945973,0.000013584404,0.0001997299,0.002700144],"study_design_scores_gemma":[0.000012075918,0.00023844634,0.99888927,0.000006417222,0.0000497799,0.00035429583,0.0001500404,0.00011890994,0.000044469052,0.000017572285,0.0001110806,0.000007675071],"about_ca_topic_score_codex":0.008327497,"about_ca_topic_score_gemma":0.008765472,"teacher_disagreement_score":0.008327497,"about_ca_system_score_codex":0.00047368137,"about_ca_system_score_gemma":0.00031246652,"threshold_uncertainty_score":0.016558051},"labels":[],"label_agreement":null}]}