{"id":"W4403752640","doi":"10.1053/j.jvca.2024.09.124","title":"A STUDY OF VARIOUS BARRIERS IN IMPLEMENTING “ENHANCED RECOVERY AFTER CARDIAC SURGERY (ERACS)” PROGRAM IN INDIAN SETUP","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cardiac surgery; Surgery; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002162124,0.0002704214,0.0004010725,0.0007822262,0.003810101,0.001978632,0.001389725,0.0008773867,0.003687413],"category_scores_gemma":[0.01110282,0.0003933597,0.0008112848,0.001497601,0.001558034,0.001187192,0.00219662,0.002485118,0.0001816847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003822177,"about_ca_system_score_gemma":0.01371468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06539776,"about_ca_topic_score_gemma":0.09760232,"domain_scores_codex":[0.9969866,0.0008439156,0.000288965,0.0001374258,0.0003708166,0.001372398],"domain_scores_gemma":[0.9911759,0.00223431,0.002471581,0.0001799125,0.001022294,0.00291601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003754708,0.004722419,0.8520061,0.0007523994,0.0001788713,0.001662957,0.1094924,0.0001721071,0.0006158529,0.001959593,0.001805503,0.02625638],"study_design_scores_gemma":[0.00003336881,0.0008086222,0.7020289,0.0004399437,0.0001260859,0.0004101,0.2929053,0.0001731058,0.0002156811,0.0001591865,0.002653229,0.00004647646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977462,0.0001300502,0.00004537231,0.0006184187,0.00001806749,0.00006357185,0.00003921927,0.000001951445,0.001337189],"genre_scores_gemma":[0.9990671,0.0001638209,0.00009841192,0.0002850418,0.000006341314,0.00004126586,0.00002791384,0.000001880744,0.0003081692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06539776,"threshold_uncertainty_score":0.1300342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189610580003529,"score_gpt":0.3313006503055732,"score_spread":0.3194045445055378,"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."}}