{"id":"W4210317712","doi":"10.1001/jama.2021.24776","title":"Effect of Moderate Hypothermia vs Normothermia on 30-Day Mortality in Patients With Cardiogenic Shock Receiving Venoarterial Extracorporeal Membrane Oxygenation","year":2022,"lang":"en","type":"article","venue":"JAMA","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Hypothermia; Anesthesia; Shock (circulatory); Randomized controlled trial; Cardiology; Internal medicine; Myocardial infarction","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":[0.0007549361,0.0001972864,0.0003752948,0.0001102541,0.0000535055,0.00002023088,0.0001757514,0.00007756314,0.0003982654],"category_scores_gemma":[0.00003233044,0.0001836135,0.00007815782,0.0002116351,0.00001402567,0.0001325256,0.00003155034,0.00025172,0.0000101575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990228,"about_ca_system_score_gemma":0.00002026439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002849903,"about_ca_topic_score_gemma":0.00002108551,"domain_scores_codex":[0.9983581,0.0003065793,0.000344772,0.0002609535,0.0004956865,0.0002338814],"domain_scores_gemma":[0.9993701,0.0001113088,0.0001008227,0.0003290411,0.00002711675,0.00006160867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002132208,0.0003037862,0.3840424,0.000718616,0.0005141405,0.0000893731,0.001014106,0.5175079,0.02010222,0.00009301925,0.0001347735,0.07334749],"study_design_scores_gemma":[0.004067669,0.001019679,0.924005,0.00005599818,0.00006598617,0.000001573476,0.000009418536,0.05242543,0.01782517,0.00004405909,0.0001212228,0.0003587767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979751,0.00001878825,0.00007686902,0.000006052975,0.0003224617,0.0004922637,0.00007374478,0.00008928256,0.0009455102],"genre_scores_gemma":[0.9996754,7.30714e-7,0.00001194891,0.00002937113,0.00006472919,0.0000911508,0.00005812473,0.00005998432,0.000008595995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5399626,"threshold_uncertainty_score":0.748754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006954947891714473,"score_gpt":0.2024124303968584,"score_spread":0.1954574825051439,"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."}}