{"id":"W2808195470","doi":"10.1542/peds.2017-3324","title":"An International Comparison of Death Classification at 22 to 25 Weeks’ Gestational Age","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Public Health Agency of Canada","funders":"National Institute for Health and Care Research","keywords":"Medicine; Gestation; Gestational age; Live birth; Obstetrics; Pregnancy; Fetus; Demography; Pediatrics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007061923,0.000349278,0.0004202306,0.004185824,0.0002300454,0.0007490955,0.000653833,0.0002996318,0.00170554],"category_scores_gemma":[0.01632095,0.0001308032,0.0008636765,0.002752705,0.0003300253,0.000668818,0.001152272,0.0004052862,0.0003263269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005020203,"about_ca_system_score_gemma":0.0004409109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004499052,"about_ca_topic_score_gemma":0.004799196,"domain_scores_codex":[0.9966379,0.001295709,0.0005656647,0.0007576292,0.0004752693,0.0002678494],"domain_scores_gemma":[0.9917225,0.002209108,0.002868492,0.0009834302,0.001896217,0.0003203178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009327235,0.00002977197,0.9691921,0.0002418818,0.0007191747,0.00008749676,0.0006269807,0.0005970193,0.0003809348,0.001207865,0.001522976,0.02446098],"study_design_scores_gemma":[0.00003184863,0.0001969082,0.9905418,0.0002920095,0.0002761586,0.0003890043,0.001058921,0.0008417299,0.000348977,0.0003505347,0.005652894,0.00001911566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968444,0.004589187,0.005033989,0.0003085984,0.0003375445,0.0001125837,0.00915736,0.00004080994,0.01197589],"genre_scores_gemma":[0.9902602,0.0009135671,0.001374773,0.00007134643,0.00004270965,0.00009165397,0.006744362,0.00002729234,0.0004740602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007061923,"threshold_uncertainty_score":0.0373475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05058962233623738,"score_gpt":0.3770672106852713,"score_spread":0.3264775883490339,"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."}}