{"id":"W2548517459","doi":"10.1161/circoutcomes.111.969501","title":"Critical Care Cardiology Research","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cardiology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005725671,0.001169305,0.001083637,0.003570613,0.002015836,0.00557832,0.001384243,0.003449054,0.1885925],"category_scores_gemma":[0.01734498,0.0006608533,0.001011669,0.001514414,0.002170423,0.002211998,0.002207229,0.005227818,0.05592285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745599,"about_ca_system_score_gemma":0.007475598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002322637,"about_ca_topic_score_gemma":0.004873511,"domain_scores_codex":[0.9965486,0.0008536096,0.0003538328,0.0006944223,0.001055259,0.0004943023],"domain_scores_gemma":[0.9772579,0.004555666,0.001304528,0.003336651,0.00889266,0.004652609],"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":[0.0003326505,0.0004531274,0.003753729,0.0008822514,0.0001403096,0.0006056678,0.0002307444,0.00005912502,0.00220283,0.01748362,0.7278971,0.2459588],"study_design_scores_gemma":[0.0003558988,0.0002783002,0.01252548,0.002264993,0.0001388403,0.001514342,0.0003099398,0.0001942415,0.001331087,0.01191874,0.9691348,0.0000332893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01239521,0.09860993,0.003249635,0.1909001,0.08673376,0.0006355686,0.003116245,0.0006662679,0.6036933],"genre_scores_gemma":[0.1341529,0.1215315,0.00701552,0.0583071,0.2005997,0.0009461648,0.007111423,0.0004440735,0.4698916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1885925,"threshold_uncertainty_score":0.6309047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419511616965865,"score_gpt":0.4205372772568892,"score_spread":0.2785861155603027,"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."}}