{"id":"W3212421813","doi":"10.1002/acr2.11361","title":"Relation of <scp>MRI‐Detected</scp> Features of Patellofemoral Osteoarthritis to Pain, <scp>Performance‐Based</scp> Function, and Daily Walking: The Multicenter Osteoarthritis Study","year":2021,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging; National Institutes of Health","keywords":"Osteoarthritis; Medicine; Physical therapy; 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":[0.0007138799,0.0002857839,0.0005866486,0.0001553078,0.0001729286,0.00009948843,0.0004452774,0.0002354495,0.00004250723],"category_scores_gemma":[0.000839719,0.000249397,0.00007669892,0.0004732907,0.0001058971,0.0002496597,0.0004155333,0.0003051416,0.00001643996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000262635,"about_ca_system_score_gemma":0.00005313135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009825778,"about_ca_topic_score_gemma":0.0005598792,"domain_scores_codex":[0.9979764,0.0003344562,0.0006246886,0.0004246959,0.0002266696,0.0004131564],"domain_scores_gemma":[0.9978584,0.001019351,0.0001779921,0.0005851976,0.0002681121,0.00009093159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632114,0.0007898356,0.4962017,0.001463648,0.0007263578,0.0002450778,0.03333152,0.003139554,0.04544529,0.0007507627,0.03809915,0.3796439],"study_design_scores_gemma":[0.01216068,0.006262932,0.8322103,0.001217009,0.0002930913,0.0005336075,0.03975262,0.007486033,0.07027938,0.001151291,0.02813297,0.0005200766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943751,0.001910729,0.001100261,0.00007636045,0.0008194848,0.0009071927,0.0001036862,0.00009908574,0.0006081479],"genre_scores_gemma":[0.998018,0.0002641969,0.001150623,0.0001001999,0.00001343295,0.0001267726,0.00009894676,0.00004476988,0.0001830958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3791239,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231487585371996,"score_gpt":0.2235937896494734,"score_spread":0.2112789137957534,"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."}}