{"id":"W2442479299","doi":"","title":"Knee OA: which patients are unlikely to benefit from manual PT and exercise?","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; WOMAC; Clinical prediction rule; Osteoarthritis; Psychological intervention; Cohort; Retrospective cohort study; Clinical trial; Internal medicine; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001652568,0.0003061085,0.0008163027,0.0005947035,0.0004211951,0.0008567774,0.000401018,0.000805776,0.001308935],"category_scores_gemma":[0.007766513,0.0001720327,0.0004635199,0.0005386809,0.0005029464,0.0006179744,0.0003484635,0.000477275,0.0002567718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420548,"about_ca_system_score_gemma":0.0004256106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006937585,"about_ca_topic_score_gemma":0.001322393,"domain_scores_codex":[0.9992051,0.0002784615,0.0001356629,0.0001423869,0.0001631802,0.00007529163],"domain_scores_gemma":[0.992376,0.004049469,0.002557365,0.0001958687,0.0002812387,0.0005400022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005644528,0.00005771447,0.9948469,0.00003131774,0.00003949844,0.0001259181,0.00002142085,0.00008091905,0.0001545103,0.00001730414,0.00005539078,0.004004603],"study_design_scores_gemma":[0.0001930606,0.001347342,0.993123,0.00008300479,0.0002426925,0.001866815,0.000308462,0.0018165,0.000230444,0.0003730405,0.0003987876,0.000016934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984787,0.0006035728,0.000251825,0.0001786289,0.000008386077,0.00002968822,0.000125964,0.000003091678,0.0003201478],"genre_scores_gemma":[0.9991125,0.0001417858,0.0003083876,0.00009644016,0.00004629165,0.0000180398,0.0002375474,0.000001373339,0.00003753316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001652568,"threshold_uncertainty_score":0.00873971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459585597213308,"score_gpt":0.2250573030887106,"score_spread":0.2104614471165775,"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."}}