{"id":"W2789263158","doi":"10.1093/eurheartj/ehy160","title":"The importance of a comprehensive evaluation of survivors of cardiac arrest","year":2018,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine; Cardiology","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":[0.001180049,0.0003904494,0.0008344662,0.0006773039,0.002887387,0.002613533,0.0009910743,0.01680131,0.004927989],"category_scores_gemma":[0.01821707,0.0003220031,0.000644455,0.0003175584,0.001751588,0.003664252,0.001550541,0.01891456,0.001900557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524828,"about_ca_system_score_gemma":0.003447203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444066,"about_ca_topic_score_gemma":0.005177868,"domain_scores_codex":[0.998799,0.0003644014,0.0002273883,0.0001235709,0.0002244316,0.0002612174],"domain_scores_gemma":[0.9921972,0.003054688,0.0005904454,0.0002816641,0.001243558,0.00263253],"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":[0.0001541754,0.00034658,0.07403462,0.0004501007,0.0001216549,0.2819029,0.003139167,0.0007446237,0.002361496,0.008748765,0.5451903,0.08280566],"study_design_scores_gemma":[0.0001693243,0.0004761158,0.08581959,0.006159717,0.0001436897,0.3823033,0.02281158,0.00192937,0.0006877843,0.05279182,0.4463074,0.0004002839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01972413,0.006751713,0.000766473,0.9443366,0.01060928,0.00005071278,0.00006591726,0.00004748349,0.01764777],"genre_scores_gemma":[0.2914623,0.01530219,0.003832338,0.5623514,0.1197105,0.000161975,0.0002551355,0.00008242099,0.006841837],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01680131,"threshold_uncertainty_score":0.01648575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698186236768599,"score_gpt":0.3167609304957876,"score_spread":0.2697790681281016,"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."}}