{"id":"W3091948315","doi":"10.31436/imjm.v19i3.1664","title":"Western Ontario and McMaster Universities (WOMAC) Osteoarthritis Index as an Assessment Tool to Indicate Total Knee Arthroplasty in Patients with Primary Knee Osteoarthritis","year":2020,"lang":"en","type":"article","venue":"IIUM Medical Journal Malaysia","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Medicine; Osteoarthritis; Total knee arthroplasty; Physical therapy; Arthroplasty; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003060167,0.0004719415,0.0007967114,0.0002908492,0.0001964683,0.0001505044,0.0001217677,0.000290521,0.00258566],"category_scores_gemma":[0.00003938015,0.0004052547,0.00009893921,0.0003124598,0.0001770681,0.0007737866,0.0002247287,0.00138171,0.00008469106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229571,"about_ca_system_score_gemma":0.001212406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425614,"about_ca_topic_score_gemma":0.001267285,"domain_scores_codex":[0.9961884,0.0001817281,0.0006408354,0.0005637601,0.001630614,0.0007946552],"domain_scores_gemma":[0.9971802,0.0000560184,0.000195133,0.000216259,0.0001624474,0.00218989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00300188,0.0004996486,0.6705021,0.00004562017,0.00008123816,0.002931596,0.003024921,0.000005541826,0.0000856445,0.00003466164,0.00004198925,0.3197452],"study_design_scores_gemma":[0.03404289,0.04014624,0.9159212,0.0008723167,0.0001833894,0.002116899,0.001503763,0.00001116884,0.00003662427,0.00002670089,0.004595844,0.0005429456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994724,0.0002258019,0.00008562826,0.002098832,0.0003380644,0.0009618828,0.000027556,0.0000598225,0.001478432],"genre_scores_gemma":[0.9938961,0.00002953311,0.0008839946,0.003968268,0.0004403621,0.00003510834,0.00009741949,0.00006517679,0.0005840043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3192022,"threshold_uncertainty_score":0.9998399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824400877349399,"score_gpt":0.227940805545975,"score_spread":0.2221164046686256,"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."}}