{"id":"W2070590282","doi":"10.1097/jsm.0b013e318248ed24","title":"Impact of a Surgical Screening Clinic for Patients With Knee Osteoarthritis","year":2012,"lang":"en","type":"article","venue":"Clinical Journal of Sport Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institutes of Health","keywords":"Medicine; Osteoarthritis; Physical therapy; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008335388,0.0002658564,0.0002135371,0.0007804497,0.001839202,0.001222158,0.0008177669,0.0009054228,0.006091113],"category_scores_gemma":[0.01148873,0.0002183007,0.0003781597,0.000789431,0.0006796107,0.0004550495,0.0009867784,0.0006734157,0.0002659913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582757,"about_ca_system_score_gemma":0.01127479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1394651,"about_ca_topic_score_gemma":0.313668,"domain_scores_codex":[0.997723,0.0006967218,0.0001443899,0.0001540086,0.0006994313,0.0005823297],"domain_scores_gemma":[0.9865813,0.003095571,0.003998189,0.0001245442,0.001298435,0.004901999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002654414,0.0007222907,0.9719871,0.0001663431,0.00004121001,0.001192898,0.0004838855,0.0001644861,0.0004470811,0.00005998777,0.003205343,0.02126398],"study_design_scores_gemma":[0.00006797179,0.0005768826,0.992976,0.0002075912,0.0000409955,0.001630929,0.002868721,0.0003026888,0.00008439195,0.00002304118,0.001202747,0.00001816271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890526,0.00147476,0.00007769094,0.002988884,0.00008881498,0.0001580069,0.0002356551,0.00003249118,0.00589106],"genre_scores_gemma":[0.9980125,0.0003575639,0.0003469372,0.0008230376,0.00007162546,0.00003302719,0.0001369907,0.000003349597,0.000214864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394651,"threshold_uncertainty_score":0.2773067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856101048858452,"score_gpt":0.381242582300048,"score_spread":0.3426815718114635,"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."}}