{"id":"W3039998418","doi":"10.1002/msc.1490","title":"Can radiographic patellofemoral osteoarthritis be diagnosed using clinical assessments?","year":2020,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Health and Medical Research Council","keywords":"Medicine; Osteoarthritis; Radiography; Body mass index; Internal medicine; Logistic regression; Physical therapy; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007236592,0.0006088797,0.0008326823,0.001532373,0.000267916,0.001411575,0.0009103336,0.001149277,0.002032873],"category_scores_gemma":[0.03935843,0.0003326296,0.0006096436,0.001198123,0.0008740936,0.001444197,0.0007710301,0.0006435537,0.0008923579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149125,"about_ca_system_score_gemma":0.0004167105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003727,"about_ca_topic_score_gemma":0.001190106,"domain_scores_codex":[0.9940117,0.003059742,0.000836538,0.0006651652,0.001224263,0.0002024553],"domain_scores_gemma":[0.975197,0.009985185,0.01147576,0.0006730112,0.002133918,0.0005351675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002312724,0.00004567106,0.9876539,0.0001709678,0.00008094814,0.0001002189,0.00007769339,0.00006072039,0.0001257363,0.00004122905,0.0002667217,0.01114491],"study_design_scores_gemma":[0.00007651845,0.0008244145,0.9910786,0.0006046384,0.0002051708,0.002892687,0.0005597724,0.00132161,0.0003641166,0.0004886602,0.001550785,0.00003310433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784087,0.01154367,0.002558748,0.001586633,0.0002290942,0.0001208247,0.001283401,0.00003902447,0.004229846],"genre_scores_gemma":[0.9966819,0.001175131,0.001154225,0.0002693654,0.0001606416,0.00006614551,0.000351494,0.000002963294,0.0001381734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007236592,"threshold_uncertainty_score":0.03827119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05529875090702519,"score_gpt":0.315156320989016,"score_spread":0.2598575700819908,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}