{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001001201,0.0002733676,0.0003733269,0.00008175829,0.0001030735,0.00007887544,0.0002560526,0.0002148755,0.0002526137],"category_scores_gemma":[0.00005552877,0.0002808935,0.000409499,0.0004242415,0.00007912401,0.0001145778,0.0001037313,0.0003750531,0.0000184489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004854429,"about_ca_system_score_gemma":0.00003318418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003200892,"about_ca_topic_score_gemma":0.00008620309,"domain_scores_codex":[0.9985018,0.00008448074,0.0003743086,0.0003906197,0.0002472737,0.0004014831],"domain_scores_gemma":[0.9992821,0.00006928539,0.00004465222,0.000280472,0.00006531752,0.0002581811],"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":[0.00008513913,0.0001854675,0.1148778,0.002757326,0.0006127555,0.003262584,0.005559424,0.002939466,0.0201787,0.0005587031,0.01783056,0.8311521],"study_design_scores_gemma":[0.02916115,0.01494662,0.1427003,0.001488426,0.002257389,0.0002799473,0.04157296,0.2231933,0.01166649,0.001477071,0.5145681,0.01668829],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934543,0.001757772,0.0006567367,0.0002197881,0.001066481,0.0002945898,0.0008374295,0.0006144127,0.001098482],"genre_scores_gemma":[0.9969047,0.0002844409,0.001640739,0.0003424248,0.0003505996,0.00002054237,0.0003898923,0.00006251162,0.000004122888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8144639,"threshold_uncertainty_score":0.9999643,"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."}}