{"id":"W4404760431","doi":"10.1177/02676591241305280","title":"Letter re: The COMICS trial: Randomization to MiECC significantly decreases serious adverse events","year":2024,"lang":"en","type":"letter","venue":"Perfusion","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Toronto General Hospital","funders":"","keywords":"Medicine; Randomization; Adverse effect; Randomized controlled trial; Comics; Emergency medicine; Intensive care medicine; Internal medicine; Literature","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004948017,0.000385994,0.0007153526,0.000273446,0.000107307,0.00002429383,0.0001698665,0.0005186423,0.0003986606],"category_scores_gemma":[0.0001497822,0.000255772,0.0005803939,0.0002798098,0.00004539441,0.0000414148,0.0001448511,0.0008953069,0.0002299735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371384,"about_ca_system_score_gemma":0.0001317524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002421407,"about_ca_topic_score_gemma":0.00001438026,"domain_scores_codex":[0.9978319,0.0002756934,0.0004509311,0.0005278159,0.0005929829,0.0003206574],"domain_scores_gemma":[0.9987065,0.0002627824,0.000134838,0.0007152088,0.00007815425,0.0001024869],"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":[0.01154948,0.00004069715,0.00006819303,0.0001033699,0.00007185516,0.0004689766,0.00009762994,0.000001621604,0.0003389778,0.000001494631,0.9823771,0.004880623],"study_design_scores_gemma":[0.009349298,0.0002401622,0.00009356166,0.0005802985,0.0005724573,0.00005947682,0.0000215207,0.00002889481,0.0003547836,0.00003958554,0.9883722,0.0002877699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0309986,0.0006834972,0.0005712755,0.9533834,0.002975572,0.005682185,0.000101567,0.0009485678,0.004655374],"genre_scores_gemma":[0.01347215,0.000541992,0.0002038059,0.9510388,0.008154115,0.0005032098,0.001013139,0.0002667177,0.02480612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02015074,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663219169164123,"score_gpt":0.2718851264037229,"score_spread":0.2552529347120817,"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."}}