{"id":"W2914855162","doi":"10.1111/ppe.12537","title":"Towards a unified perinatal theory: Reconciling the births‐based and fetus‐at‐risk models of perinatal mortality","year":2019,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research; Health Research","keywords":"Medicine; Obstetrics; Fetus; Gestational age; Gestation; Mortality rate; Infant mortality; Pregnancy; Perinatal mortality; Pediatrics; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01210929,0.0008173215,0.0008722134,0.003357755,0.0009039931,0.00436331,0.004247194,0.001908239,0.001846377],"category_scores_gemma":[0.02735849,0.00048454,0.001090146,0.001322693,0.006647404,0.006060368,0.003574698,0.005860969,0.0004051458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004201947,"about_ca_system_score_gemma":0.005809939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008307741,"about_ca_topic_score_gemma":0.005223212,"domain_scores_codex":[0.9954736,0.003066193,0.000213354,0.0003329171,0.0006890207,0.0002249467],"domain_scores_gemma":[0.9820153,0.01185942,0.001602397,0.0009766853,0.002588921,0.0009573105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001784294,0.00002723403,0.006685638,0.000101625,0.00003396691,0.0001185363,0.001138271,0.01058894,0.00006225151,0.9653757,0.002239608,0.01361029],"study_design_scores_gemma":[0.000008350173,0.00004882619,0.003280756,0.0002730723,0.0000334765,0.0001332973,0.0007357243,0.02192178,0.0001000634,0.9663264,0.007108042,0.00003019421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04574697,0.01320088,0.7831907,0.1215418,0.001561149,0.0002027965,0.0008299256,0.0002078095,0.03351802],"genre_scores_gemma":[0.7680619,0.01958922,0.193811,0.0108225,0.001964135,0.0005574385,0.0007645604,0.0001702767,0.004259005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01210929,"threshold_uncertainty_score":0.06404084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747888081940903,"score_gpt":0.3083492271302736,"score_spread":0.2708703463108646,"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."}}