{"id":"W7074195365","doi":"","title":"Obesity and Joint Replacement Surgery in Canada: Findings from the Canadian Joint Replacement Registry (CJRR)","year":2006,"lang":"en","type":"article","venue":"PubMed Central","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Joint replacement; Overweight; Obesity; Arthroplasty; Knee replacement; Total joint replacement; Risk factor","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":[0.001065961,0.0002369877,0.0003222798,0.003080287,0.001752424,0.0007520696,0.0008663174,0.0003165763,0.001919377],"category_scores_gemma":[0.004979991,0.0002780882,0.0006391451,0.00885966,0.0004435687,0.0002757672,0.001040671,0.000525646,0.0001812141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0136701,"about_ca_system_score_gemma":0.03407469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957652,"about_ca_topic_score_gemma":0.9972007,"domain_scores_codex":[0.9984884,0.0001267841,0.0001209835,0.0001219727,0.000856208,0.0002856612],"domain_scores_gemma":[0.994779,0.0004072794,0.001587874,0.0001634696,0.002267834,0.0007945051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000401966,0.00001260493,0.9938021,0.0000625204,0.00006089809,0.00003985105,0.0001941569,0.0001090686,0.0000602013,0.00006621827,0.002346353,0.003205966],"study_design_scores_gemma":[0.000006361785,0.000008332859,0.998461,0.00002382467,0.00003972542,0.00004255718,0.0002503835,0.0001743828,0.00003327735,0.00001249533,0.0009411633,0.000006473701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491326,0.002138847,0.0004398246,0.001310048,0.00002735924,0.0001041188,0.04268198,0.00004378575,0.004121589],"genre_scores_gemma":[0.984787,0.002073002,0.0006480298,0.0002246851,0.00001667499,0.00004661885,0.01126984,0.00001386799,0.0009203074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136701,"threshold_uncertainty_score":0.09918398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104306454180513,"score_gpt":0.1594586454492811,"score_spread":0.1384155809074759,"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."}}