{"id":"W4400915296","doi":"10.1007/s12630-024-02804-3","title":"Kaplan’s Cardiac Anesthesia: Perioperative and Critical Care, 8th Edition","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Perioperative; Medicine; Anesthesia; Intensive care medicine","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":[0.002111322,0.002430898,0.001707151,0.006430634,0.0006362069,0.002881389,0.002067952,0.002594301,0.01690584],"category_scores_gemma":[0.008101325,0.001166536,0.001109886,0.003043057,0.001519016,0.002851793,0.001476953,0.00532931,0.01439819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969679,"about_ca_system_score_gemma":0.006260067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076935,"about_ca_topic_score_gemma":0.02207447,"domain_scores_codex":[0.9988071,0.0001432311,0.0002838319,0.0001115851,0.0005622941,0.00009199281],"domain_scores_gemma":[0.9946779,0.001560309,0.0005964595,0.0002303977,0.002516571,0.0004184921],"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":[0.0000346568,0.0000459994,0.0004616114,0.0006926315,0.00002684987,0.0001931742,0.0000858016,0.0004385601,0.0002141446,0.002507969,0.8708583,0.1244403],"study_design_scores_gemma":[0.00002047484,0.00004095322,0.001583018,0.001554367,0.00003245176,0.00224107,0.00007221951,0.0004312434,0.0001922457,0.003517665,0.9902788,0.00003536858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001134836,0.7883089,0.01521626,0.04055114,0.1043006,0.0001212726,0.003402498,0.00176117,0.04520329],"genre_scores_gemma":[0.01055756,0.7400176,0.02488779,0.0167198,0.07877742,0.0004161747,0.004419074,0.001028736,0.1231758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01690584,"threshold_uncertainty_score":0.05655569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105486678789492,"score_gpt":0.2509732056098111,"score_spread":0.2399183388219162,"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."}}