{"id":"W2277196702","doi":"10.1136/archdischild-2015-308425","title":"Neonatal deaths: prospective exploration of the causes and process of end-of-life decisions","year":2015,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Process (computing); Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002581566,0.0002098857,0.0005500158,0.0003452983,0.0000483874,0.0000048395,0.000325913,0.0000565361,0.00001052391],"category_scores_gemma":[0.003663737,0.0001553444,0.00016231,0.0004781747,0.00100488,0.0004137718,0.0003207933,0.0003167987,0.000001134093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930509,"about_ca_system_score_gemma":0.002393735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149281,"about_ca_topic_score_gemma":0.00009282877,"domain_scores_codex":[0.9973454,0.0001522286,0.0007939634,0.0003700772,0.001045332,0.0002930276],"domain_scores_gemma":[0.9976124,0.0007047568,0.0003554915,0.000507533,0.0002428618,0.0005769923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01871064,0.0029757,0.691349,0.004096521,0.0003477687,0.0000983362,0.03559759,0.0004261932,0.002094699,0.006071229,0.00001211176,0.2382203],"study_design_scores_gemma":[0.006547575,0.001136581,0.949707,0.001738344,0.0001001364,0.00001485581,0.003410706,0.0003392938,0.01858725,0.01813554,0.00008896602,0.0001937983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902201,0.007261738,0.0001336232,0.0002836825,0.00004919176,0.001362596,0.0004415545,0.00001156542,0.0002359025],"genre_scores_gemma":[0.9990575,0.0002601085,0.0004644298,0.00004292418,0.00004194372,0.00005878486,0.0000325535,0.00002830556,0.00001341469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258358,"threshold_uncertainty_score":0.6334761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584532461096451,"score_gpt":0.3493879287079305,"score_spread":0.3035426040969659,"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."}}