{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365108,0.0001283565,0.0001509095,0.0002119826,0.0001852504,0.00001538292,0.0001530968,0.00005153391,0.0004689883],"category_scores_gemma":[0.00009050176,0.0001056572,0.0001170772,0.0006358088,0.00002756832,0.000123085,0.00002206382,0.0005185773,0.00003827259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009834897,"about_ca_system_score_gemma":0.0001844838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861276,"about_ca_topic_score_gemma":0.00001726981,"domain_scores_codex":[0.9981548,0.0001512922,0.000255865,0.0002284262,0.0009739957,0.000235607],"domain_scores_gemma":[0.99941,0.0002282256,0.00006004057,0.0001849119,0.00005877703,0.00005801685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003181049,0.002053001,0.9326788,0.0005049892,0.0001202239,0.005090449,0.01583994,0.0125031,0.004270403,0.004649024,0.007080232,0.01202877],"study_design_scores_gemma":[0.004956927,0.0006060614,0.978666,0.000007237368,0.0001807159,0.001063784,0.000717667,0.00145994,0.0001076577,0.0006211635,0.01131393,0.0002989331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989091,0.002769507,0.0004295701,0.005850808,0.0005041404,0.0006594044,0.00009711181,0.00005153356,0.000546862],"genre_scores_gemma":[0.9977891,0.00002464971,0.0001661586,0.0006828282,0.0005533296,0.00005709265,0.0006497219,0.00001796202,0.00005914003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04598716,"threshold_uncertainty_score":0.5135093,"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."}}