{"id":"W2031885918","doi":"10.3109/17453671003685467","title":"The Canadian Joint Replacement Registry—what have we learned?","year":2010,"lang":"en","type":"article","venue":"Acta Orthopaedica","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Dalhousie University; Canadian Mennonite University; University of Manitoba","funders":"","keywords":"Medicine; Joint replacement; Arthroplasty; Physical therapy; Surgery","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":[0.07774501,0.002052168,0.002999514,0.01162492,0.004027926,0.0130497,0.01029884,0.006779389,0.009106745],"category_scores_gemma":[0.1660953,0.001431187,0.001984543,0.01767938,0.008669594,0.01411349,0.004735695,0.01061192,0.002070692],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06290559,"about_ca_system_score_gemma":0.1910973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9152674,"about_ca_topic_score_gemma":0.892352,"domain_scores_codex":[0.9759015,0.006802871,0.002309284,0.0021882,0.01017154,0.002626624],"domain_scores_gemma":[0.7360238,0.07843493,0.0121608,0.01200487,0.1282854,0.03309024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004084606,0.0001450616,0.0399542,0.006635087,0.0003958489,0.000357488,0.001003061,0.001472693,0.0001168158,0.03663356,0.4398571,0.4730206],"study_design_scores_gemma":[0.0002644011,0.000213141,0.1003574,0.03317529,0.0006085956,0.0006371327,0.004654358,0.004583075,0.0002980725,0.02320009,0.8314976,0.0005108644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004517614,0.2241465,0.00227646,0.7496057,0.005620506,0.0001690898,0.007291821,0.000343315,0.006029072],"genre_scores_gemma":[0.1384603,0.664251,0.0270977,0.1336769,0.01196583,0.0004640465,0.01938391,0.0003946802,0.004305742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9370944,"threshold_uncertainty_score":0.4564141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969153513577381,"score_gpt":0.2770479774793396,"score_spread":0.2173564423435658,"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."}}