{"id":"W1971736989","doi":"10.1002/pds.1575","title":"Risk factors associated with preterm birth according to gestational age at birth","year":2008,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Gestational age; Pharmacoepidemiology; Obstetrics; Premature birth; Pediatrics; Pregnancy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00148509,0.0002729122,0.0005698446,0.0001140196,0.002188286,0.000001710492,0.0001545519,0.0001843689,0.0005898629],"category_scores_gemma":[0.0009647071,0.0001911452,0.00006064357,0.0001809817,0.0001576846,0.0001248243,0.0002037871,0.0008545957,0.0001127528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140403,"about_ca_system_score_gemma":0.0001242744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949437,"about_ca_topic_score_gemma":0.0008459107,"domain_scores_codex":[0.9952029,0.002709866,0.0006803946,0.0004835584,0.0001703465,0.0007529629],"domain_scores_gemma":[0.9923297,0.006517284,0.0004112196,0.0001566853,0.0001093173,0.0004758551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009301842,0.00002367001,0.9902328,0.0001184117,0.00006824064,0.00004685053,0.003533494,0.00005662784,0.00006089043,0.0001752192,0.004164728,0.0005888971],"study_design_scores_gemma":[0.001301921,0.00008011578,0.9776573,0.0001181419,0.00002428114,0.00001131347,0.0004529513,0.0002127022,0.0000716432,0.000267887,0.0195599,0.0002418853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941916,0.0003025105,0.0002249365,0.002136844,0.0004664776,0.0006488728,0.0008723236,0.0001638482,0.0009925287],"genre_scores_gemma":[0.9888111,0.001198968,0.0001766332,0.004817703,0.0001767382,0.0000795731,0.0001968854,0.0000305385,0.004511837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539518,"threshold_uncertainty_score":0.9991108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038011099534916,"score_gpt":0.4149234175093434,"score_spread":0.3111223075558518,"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."}}