{"id":"W4213236173","doi":"10.1111/jog.15189","title":"Classification of stillbirth by the International Classification of Diseases for Perinatal Mortality using a sequential approach: A 20‐year retrospective study from Thailand","year":2022,"lang":"en","type":"article","venue":"Journal of obstetrics and gynaecology research","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Autopsy; Cause of death; Obstetrics; Perinatal mortality; Maternal death; Placenta; Fetal death; Pregnancy; Retrospective cohort study; Neonatal death; Pediatrics; Fetus; Pathology; Disease; Population","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":[0.001079802,0.0004618951,0.0003574939,0.003836474,0.0006532437,0.0009600853,0.0005496484,0.0002705104,0.001255227],"category_scores_gemma":[0.002624654,0.0005858095,0.0007916021,0.004481585,0.0004534692,0.0007513278,0.0008548073,0.0003689583,0.0003584583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008707287,"about_ca_system_score_gemma":0.001057725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600743,"about_ca_topic_score_gemma":0.01092141,"domain_scores_codex":[0.9986657,0.0002285009,0.0003674188,0.0002507962,0.0003210615,0.0001665715],"domain_scores_gemma":[0.9972282,0.0004051937,0.001432138,0.0001912073,0.0004818462,0.0002613796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005157791,0.00001278119,0.9975449,0.00003671085,0.00003151436,0.0003323621,0.0002563022,0.00002785507,0.0001127176,0.00001018423,0.00005874019,0.00152429],"study_design_scores_gemma":[0.000005663645,0.0001081007,0.9956827,0.00003559851,0.00004299966,0.002253672,0.001331698,0.0001665527,0.0001082171,0.00001445696,0.0002402937,0.000009985995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978975,0.0005683191,0.0002065703,0.00001952178,0.000006484997,0.00003780262,0.0008772766,0.000004544908,0.0003818293],"genre_scores_gemma":[0.9965586,0.001125217,0.0001783327,0.00002024809,0.000009309499,0.00005546323,0.001881952,0.000005447553,0.0001654219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01600743,"threshold_uncertainty_score":0.03182852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174733106626761,"score_gpt":0.4160673912386732,"score_spread":0.2413342846119122,"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."}}