{"id":"W6976730751","doi":"10.6084/m9.figshare.19670326","title":"Additional file 1 of Controversies in enhanced recovery after cardiac surgery","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cardiac surgery; MEDLINE; Disease; Cardiopulmonary resuscitation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005863915,0.0001277769,0.000463984,0.0002458383,0.00003492355,0.000006124347,0.00006320372,0.00005627545,0.9983716],"category_scores_gemma":[0.005673057,0.0001418486,0.0003400132,0.0003390997,0.000009565131,0.0001035251,0.0001287577,0.0002461308,0.0007302983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637322,"about_ca_system_score_gemma":0.0003480964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003763204,"about_ca_topic_score_gemma":0.000004997157,"domain_scores_codex":[0.9987766,0.00009222949,0.0003036194,0.0002459881,0.0003415413,0.0002400628],"domain_scores_gemma":[0.9915271,0.007940702,0.0001485687,0.0002398682,0.00008088931,0.00006282269],"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":[0.0004342873,0.00007030663,0.00006706505,0.0001360626,0.00004385837,0.00009034757,0.00002872937,0.00000855587,0.0001080455,6.93685e-8,0.9970126,0.00200005],"study_design_scores_gemma":[0.0001346838,0.0000750972,0.01883641,0.002013073,0.000007503673,0.00001027719,0.00006702182,0.00000608256,0.001391587,0.00000960077,0.9772993,0.0001493749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001798279,0.0002098927,9.303294e-8,0.00003912273,0.0001444125,0.0002098559,0.992583,0.00002632972,0.00498899],"genre_scores_gemma":[0.03456252,0.000003515655,0.00006939706,0.00060348,0.0001299266,0.005517275,0.9553551,0.00002447991,0.003734278],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9976413,"threshold_uncertainty_score":0.9386751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407991089259826,"score_gpt":0.2157127727667859,"score_spread":0.2016328618741876,"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."}}