{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362282,0.001264629,0.001269887,0.000735902,0.008073897,0.003968885,0.001858252,0.08445614,0.009887401],"category_scores_gemma":[0.01626261,0.001262702,0.00191492,0.000781515,0.002344692,0.002910501,0.00184146,0.05556113,0.004017085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006810169,"about_ca_system_score_gemma":0.006859599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365818,"about_ca_topic_score_gemma":0.03926856,"domain_scores_codex":[0.9984732,0.0003413044,0.0001900712,0.0002199996,0.0002537116,0.000521573],"domain_scores_gemma":[0.9974256,0.001105551,0.00027006,0.0001028932,0.0003611525,0.0007347978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002739296,0.0002477203,0.00808198,0.0002269125,0.0001336737,0.2173557,0.001437999,0.0006728839,0.00102968,0.0097327,0.7482731,0.01253377],"study_design_scores_gemma":[0.0005148471,0.0006149799,0.02106686,0.002246232,0.0003995237,0.158963,0.006526886,0.005068961,0.00143737,0.03202619,0.7707683,0.0003667191],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.007183636,0.00117024,0.0002764286,0.9498901,0.01726813,0.00007572099,0.0001082747,0.00004588017,0.02398163],"genre_scores_gemma":[0.04861977,0.002871184,0.0007962657,0.8764176,0.03599156,0.0001223082,0.0001061636,0.00006509169,0.03501002],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08445614,"threshold_uncertainty_score":0.04941148,"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."}}