{"id":"W6964017968","doi":"10.25373/ctsnet.8090819.v2","title":"Enhanced Recovery After Cardiac Surgery Part I: Background and Preoperative Recommendations","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiac surgery; Psychological intervention; Center (category theory); SAINT","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":[0.003885497,0.0006810319,0.0004880248,0.00190799,0.001617086,0.004066032,0.001549943,0.005042531,0.03888697],"category_scores_gemma":[0.01142222,0.0004381016,0.0007123819,0.001523063,0.001473276,0.00393456,0.002274983,0.008962113,0.02376299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497687,"about_ca_system_score_gemma":0.004834876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005398978,"about_ca_topic_score_gemma":0.0156422,"domain_scores_codex":[0.9987006,0.000384088,0.000225457,0.00009768624,0.0004395435,0.0001525519],"domain_scores_gemma":[0.991025,0.003473278,0.0007041846,0.0002252397,0.002771517,0.001800779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001212301,0.0000416021,0.0001241474,0.0005189478,0.000002037358,0.00007650484,0.00007455728,0.00005980747,0.00006759672,0.002006577,0.8997967,0.09721937],"study_design_scores_gemma":[0.000007960231,0.00001536177,0.0005935652,0.003426393,0.000003817937,0.000184878,0.0001545777,0.00002911726,0.00003509885,0.00150504,0.9940338,0.00001052232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007101003,0.09171133,0.001987978,0.6913603,0.04676623,0.0003305892,0.001141555,0.0003428083,0.1656491],"genre_scores_gemma":[0.01083007,0.386908,0.01066064,0.3360897,0.05963225,0.001179519,0.003277072,0.0005072456,0.1909156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03888697,"threshold_uncertainty_score":0.1300899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533673794531233,"score_gpt":0.2953873385779451,"score_spread":0.2300506006326327,"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."}}