{"id":"W4394928115","doi":"10.1016/j.joca.2024.02.298","title":"THE INFLUENCE OF PRE-SURGERY FACTORS ON PAIN AND DISABILITY FOLLOWING TOTAL JOINT ARTHROPLASTY FOR OSTEOARTHRITIS: A SEX-SPECIFIC INVESTIGATION","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Osteoarthritis; Medicine; Joint arthroplasty; Arthroplasty; Physical therapy; Joint (building); Surgery; Alternative medicine; Pathology; Engineering","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":[0.0007051129,0.0003086092,0.0005279109,0.0007602239,0.0004257589,0.001004716,0.0005204518,0.0007024583,0.004101908],"category_scores_gemma":[0.004209905,0.0002231477,0.00157492,0.001233273,0.0004272629,0.0006936144,0.000633044,0.0009211816,0.0003305048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928472,"about_ca_system_score_gemma":0.0006722676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466552,"about_ca_topic_score_gemma":0.007729289,"domain_scores_codex":[0.999312,0.0001533717,0.00009620742,0.00009728625,0.0001521558,0.0001889083],"domain_scores_gemma":[0.9969254,0.0009506125,0.001247934,0.0001246184,0.0002262555,0.0005250587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003391372,0.0001398885,0.9959642,0.00003680066,0.0002421383,0.0001084212,0.0001106682,0.00002233974,0.00012964,0.00002252224,0.0000547898,0.002829494],"study_design_scores_gemma":[0.000003995578,0.0001799742,0.9993352,0.000008350898,0.00004437543,0.0001078301,0.0001890897,0.00002296937,0.00001452476,0.00001238653,0.00007857481,0.000002689954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968333,0.001622598,0.00005604417,0.0001051766,0.00002729682,0.00001151735,0.000310753,0.000001950491,0.001031386],"genre_scores_gemma":[0.9988606,0.0004648184,0.00004165268,0.00005144013,0.00003560925,0.000007822284,0.0002089119,0.000002195661,0.0003269844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004101908,"threshold_uncertainty_score":0.01372224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377986674566761,"score_gpt":0.2341251791987359,"score_spread":0.2203453124530683,"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."}}