{"id":"W2113241980","doi":"10.1016/j.injury.2011.02.016","title":"Severe hypothermic arrest with direct admission to OR for CPB","year":2011,"lang":"en","type":"letter","venue":"Injury","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Royal Columbian Hospital","funders":"","keywords":"Hypothermia; Medicine; Intensive care medicine; Suite; Protocol (science); Selection (genetic algorithm); Anesthesia; Computer science; Artificial intelligence; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.00009427193,0.0002750532,0.000477297,0.0001747378,0.00006528537,0.00001842499,0.00009865256,0.0004752835,0.0002474507],"category_scores_gemma":[0.0001223622,0.0001642873,0.0001760023,0.0001375828,0.00003570285,0.00003858533,0.00002551148,0.0004901482,0.0001642651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000822307,"about_ca_system_score_gemma":0.0003001375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003250252,"about_ca_topic_score_gemma":0.00001356733,"domain_scores_codex":[0.9987869,0.00003195005,0.0001993988,0.0003974151,0.0002787171,0.0003056762],"domain_scores_gemma":[0.9990875,0.0001323927,0.0001007922,0.0004128723,0.000118891,0.0001475569],"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":[0.00273959,0.00002229517,0.0003251126,0.0003779884,0.0001218541,0.0001895305,0.0001698574,3.843081e-7,0.0003927092,9.685461e-7,0.9836227,0.01203706],"study_design_scores_gemma":[0.0006829421,0.0005938026,0.001763106,0.0009751142,0.0002861049,0.00001984422,0.00001637279,0.000001281362,0.0005384616,0.00003015817,0.9947821,0.000310709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05174314,0.0005216793,0.000528726,0.8244566,0.01731303,0.009841046,0.001213559,0.0007759449,0.09360623],"genre_scores_gemma":[0.0131105,0.00007664927,0.004811779,0.8534203,0.02835523,0.000718347,0.001102202,0.0004235535,0.09798141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03863264,"threshold_uncertainty_score":0.6699443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314220550558729,"score_gpt":0.2861908632221085,"score_spread":0.2630486577165213,"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."}}