{"id":"W4294025562","doi":"10.1503/cjs.006721","title":"Health care costs after total knee arthroplasty for satisfied and dissatisfied patients","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Confidence interval; Total knee arthroplasty; Patient satisfaction; Physical therapy; Arthroplasty; Health care; Indirect costs; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161105,0.0001488116,0.0005303721,0.0004237904,0.0003428478,0.00002770582,0.00002638056,0.00003708954,0.0003109891],"category_scores_gemma":[0.0003151176,0.0001436997,0.0001913477,0.0001482335,0.00008554847,0.0001187516,0.00002159471,0.0002994456,0.000001713161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861828,"about_ca_system_score_gemma":0.002433552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058474,"about_ca_topic_score_gemma":0.00971128,"domain_scores_codex":[0.9985384,0.00009035593,0.0005193769,0.0001554681,0.0002759744,0.0004203662],"domain_scores_gemma":[0.9980881,0.0003030525,0.0002646817,0.0001361494,0.0001811041,0.001026889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002950113,0.00002051631,0.9292873,0.0000833161,0.0000657666,0.0001996803,0.001412573,0.000003519473,0.000002081098,0.00001321517,0.02174963,0.0468674],"study_design_scores_gemma":[0.001662815,0.0005913172,0.9660291,0.00009601134,0.00003445141,0.0005336244,0.001725213,0.000003851766,0.000003680447,0.000007246115,0.02917767,0.0001350434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916306,0.002941138,0.00001303984,0.002649944,0.001963446,0.0003595903,0.0003841636,0.000006921357,0.00005121932],"genre_scores_gemma":[0.9979811,0.00001442109,0.0001915104,0.001375605,0.0001685515,0.00002548798,0.0000473556,0.00003413653,0.0001617879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04673235,"threshold_uncertainty_score":0.5859903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255637874608752,"score_gpt":0.2345175580341558,"score_spread":0.2219611792880683,"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."}}