{"id":"W4309161514","doi":"10.1111/jocs.17161","title":"Cardiopulmonary bypass and cardiac surgery associated pulmonary hypertension: The need for proactivity and reactivity","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Pulmonary hypertension; Intensive care medicine; Cardiac surgery; Intervention (counseling); Proactivity; Identification (biology); Cardiology; Psychiatry","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":[0.001003546,0.0003932941,0.0007265598,0.0007904167,0.000291214,0.001636989,0.0004428084,0.001296159,0.00184024],"category_scores_gemma":[0.00330061,0.0001527166,0.0004118534,0.0006513061,0.000616533,0.00121745,0.0006174016,0.003281486,0.0006001376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869121,"about_ca_system_score_gemma":0.0007854968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008371191,"about_ca_topic_score_gemma":0.001524019,"domain_scores_codex":[0.9993093,0.000151152,0.0001365869,0.0000687378,0.000268595,0.00006549225],"domain_scores_gemma":[0.9971499,0.001773415,0.0003971374,0.0000455225,0.0004730287,0.0001611289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004592224,0.0002046575,0.01897228,0.006392195,0.0003256609,0.002117514,0.0005094339,0.0002269864,0.002678764,0.005113748,0.1210054,0.8419942],"study_design_scores_gemma":[0.0001063105,0.0007823855,0.08047833,0.0155363,0.0006259789,0.03023609,0.001330626,0.0007017849,0.001906818,0.01408298,0.8540486,0.0001636582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004114722,0.951273,0.001020803,0.03484698,0.00463287,0.00001658582,0.00008894719,0.00002849981,0.003977635],"genre_scores_gemma":[0.03147316,0.9303187,0.001579143,0.013159,0.02073095,0.00002881731,0.0001472498,0.00002026754,0.002542773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00184024,"threshold_uncertainty_score":0.006156206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029905088303004,"score_gpt":0.2668113011133787,"score_spread":0.2265122502303487,"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."}}