{"id":"W4312575700","doi":"10.21037/tp-22-301","title":"Left ventricular dysfunction in the immediate post-natal period","year":2022,"lang":"en","type":"article","venue":"Translational Pediatrics","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; BC Children's Hospital; University of British Columbia; Western University","funders":"","keywords":"Medicine; Gestational age; Ejection fraction; Cardiology; Perinatal asphyxia; Internal medicine; Cohort; Extracorporeal; Ventricle; Heart disease; Heart failure; Pediatrics; Pregnancy; Asphyxia","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":[0.0005805547,0.0002031008,0.0003921492,0.0005890451,0.000405935,0.00053645,0.0003558887,0.0002941764,0.001145185],"category_scores_gemma":[0.002668894,0.000118671,0.000259292,0.0004315626,0.0004456785,0.000357504,0.0004967885,0.0006525419,0.0001918024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173532,"about_ca_system_score_gemma":0.0005878844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639689,"about_ca_topic_score_gemma":0.002060932,"domain_scores_codex":[0.9996039,0.00009075303,0.00004798914,0.00007076432,0.00008364987,0.0001029528],"domain_scores_gemma":[0.9980372,0.0004998422,0.0009809239,0.00005552825,0.0001268664,0.0002997158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005819438,0.00001382312,0.9965153,0.00001591305,0.000009006615,0.00176444,0.00007525376,0.00001386683,0.000135155,0.00002049471,0.000049266,0.001329384],"study_design_scores_gemma":[0.000002804381,0.0001591551,0.993014,0.00003160205,0.00001214833,0.006204614,0.0002278005,0.00003485052,0.0001180609,0.00002132549,0.0001710167,0.000002554317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998311,0.000873038,0.00003996236,0.00005098017,0.000007650523,0.00001019391,0.0001898737,0.000002158273,0.0005151769],"genre_scores_gemma":[0.9991087,0.0004820454,0.00005763694,0.00003796154,0.00001806549,0.00001488278,0.0002051,0.000001250883,0.00007436884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001639689,"threshold_uncertainty_score":0.003831029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887798810709455,"score_gpt":0.2296850331527464,"score_spread":0.2208070450456519,"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."}}