{"id":"W4294024805","doi":"10.1186/s12962-022-00379-8","title":"Cost-utility analysis of total knee arthroplasty alone and in comparison with post-surgical rehabilitation and conservative treatment in the Republic of Kazakhstan","year":2022,"lang":"en","type":"article","venue":"Cost Effectiveness and Resource Allocation","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Orthopedic surgery; Total knee arthroplasty; Osteoarthritis; Conservative treatment; Physical therapy; Arthroplasty; Quality of life (healthcare); Health economics; Quality-adjusted life year; Surgery; Cost effectiveness; Public health; Alternative medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009833593,0.0001246552,0.0005335967,0.0002994759,0.00009307412,0.000009237783,0.0000178935,0.00003864351,0.000008854189],"category_scores_gemma":[0.0001903996,0.00008403126,0.00004263459,0.0008086204,0.0003430155,0.00006526094,0.00004041218,0.0001422099,4.428786e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085792,"about_ca_system_score_gemma":0.00005462129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007502216,"about_ca_topic_score_gemma":0.001108839,"domain_scores_codex":[0.9981407,0.0009380677,0.0003076866,0.0002823619,0.0002192658,0.0001119067],"domain_scores_gemma":[0.9973959,0.002131796,0.0001515616,0.0001874309,0.000090569,0.00004273744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003496005,0.0006274136,0.968535,0.0001258229,0.0002138843,0.000008690747,0.008192672,0.001549063,0.000339346,0.00009635931,9.588055e-7,0.01681478],"study_design_scores_gemma":[0.004487965,0.002755067,0.9740176,0.00006510382,0.0002803321,0.00003849224,0.01188329,0.006078681,0.0001307284,0.000006562226,0.0001830244,0.00007319845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969587,0.0005753112,0.00005971295,0.0007503314,0.000009034792,0.0015765,0.000034006,0.000006445728,0.00002991539],"genre_scores_gemma":[0.9995826,0.00001555426,0.00004912162,0.00001827565,0.000003171917,0.000238783,0.00007895153,0.000006560545,0.000006989811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674158,"threshold_uncertainty_score":0.3426695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827598352436134,"score_gpt":0.291219961680543,"score_spread":0.2729439781561817,"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."}}