{"id":"W4406144997","doi":"10.1111/ppe.13149","title":"A Life‐Course Approach to Gestational Exposure to Famine and Risk of Mortality","year":2025,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Famine; Life course approach; Gestational age; Obstetrics; Pediatrics; Pregnancy; Developmental psychology","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":[0.00131504,0.0001345291,0.0005772067,0.0001592649,0.00007975037,0.000002223295,0.00005115066,0.0001429449,0.00001454764],"category_scores_gemma":[0.003476686,0.0001104214,0.00004156783,0.0002696759,0.00009672746,0.00002350173,0.00009118492,0.0001980713,0.000003947844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001678721,"about_ca_system_score_gemma":0.0003206799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402377,"about_ca_topic_score_gemma":0.00002267816,"domain_scores_codex":[0.9986505,0.000186711,0.0004623882,0.0003563032,0.00007962086,0.0002645056],"domain_scores_gemma":[0.9985173,0.0006893383,0.0001044882,0.0001554839,0.00008130508,0.0004520633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376429,0.0000668655,0.9487045,0.0004946578,0.0001021443,0.000002156263,0.0003809795,0.0000162355,0.000008864386,0.04020044,0.002968102,0.006917381],"study_design_scores_gemma":[0.0006810028,0.0003300035,0.9928908,0.00001445136,0.0001393381,0.00001734767,0.0001874059,0.0001900613,0.000003024123,0.003284518,0.002172871,0.00008916223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817863,0.005965329,0.00460084,0.004600473,0.0001253175,0.0004124726,0.00009555733,0.00001998414,0.002393747],"genre_scores_gemma":[0.9598333,0.01731488,0.01755723,0.004947471,0.0001465099,0.0000516418,0.00003572276,0.000006952922,0.0001063509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418629,"threshold_uncertainty_score":0.4502856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04119874724498786,"score_gpt":0.3462483671782817,"score_spread":0.3050496199332939,"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."}}