{"id":"W1996360847","doi":"10.1007/s11999-011-2152-z","title":"Development of a New Knee Society Scoring System","year":2011,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":412,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Scoring system; Physical therapy; Reliability (semiconductor); Construct validity; Consistency (knowledge bases); Internal consistency; Sports medicine; Physical medicine and rehabilitation; Patient satisfaction; Surgery; Artificial intelligence","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":[0.01622167,0.001268335,0.001275653,0.01010076,0.0007502071,0.002268848,0.001863334,0.000698703,0.007947801],"category_scores_gemma":[0.03078981,0.0004660404,0.001543921,0.003655676,0.0006514405,0.002126712,0.002131869,0.001481999,0.004030594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258598,"about_ca_system_score_gemma":0.005055813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312195,"about_ca_topic_score_gemma":0.004925625,"domain_scores_codex":[0.9841865,0.004182425,0.003566153,0.0009613877,0.006620634,0.0004829219],"domain_scores_gemma":[0.9657344,0.004195408,0.00270763,0.001088033,0.02527002,0.001004532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005157093,0.0002892468,0.1476723,0.0008971916,0.0003330826,0.000289347,0.0004739413,0.005637405,0.00378209,0.005495203,0.06782787,0.7667866],"study_design_scores_gemma":[0.001506823,0.004284036,0.4109593,0.003356157,0.001063393,0.006987583,0.001956483,0.1177498,0.01300874,0.02136274,0.4168878,0.000877173],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1976415,0.009169199,0.6731824,0.006499195,0.004371125,0.01662049,0.01900215,0.005172908,0.06834107],"genre_scores_gemma":[0.2837624,0.004036409,0.6644869,0.0009061235,0.0009519423,0.01270051,0.02196388,0.0005083185,0.01068355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01622167,"threshold_uncertainty_score":0.08578944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365268068173545,"score_gpt":0.4226321773760647,"score_spread":0.1861053705587102,"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."}}