{"id":"W3093251409","doi":"10.1016/j.fertnstert.2020.09.062","title":"PRETERM BIRTH SUBTYPES BY FERTILITY STATUS AND FERTILITY TREATMENT: A POPULATION-BASED COHORT STUDY","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Queen's University","funders":"","keywords":"Medicine; Infertility; Obstetrics; Gynecology; Fertility; Retrospective cohort study; Population; Poisson regression; Cohort; Cohort study; Pregnancy; Demography; Internal medicine","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":[0.0009768872,0.0005406028,0.0008902013,0.001015282,0.001251291,0.001139661,0.0009197833,0.001040838,0.001886813],"category_scores_gemma":[0.002250199,0.001077061,0.001776334,0.002472019,0.000488039,0.001055435,0.001003417,0.001386546,0.0003062717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253866,"about_ca_system_score_gemma":0.0008430303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02032986,"about_ca_topic_score_gemma":0.02279789,"domain_scores_codex":[0.9989778,0.0001777044,0.0001059099,0.0004416778,0.0001137283,0.0001833169],"domain_scores_gemma":[0.9985183,0.0001784991,0.0005369678,0.0003089095,0.0001680122,0.0002894217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000244082,0.00007789152,0.9979196,0.00001221701,0.0004661742,0.0001155484,0.0001256028,0.00003258983,0.0002316646,0.00003550761,0.0002160153,0.0005230619],"study_design_scores_gemma":[0.00003361214,0.0001216371,0.9985018,0.00001183853,0.0002444038,0.0003491535,0.0003515453,0.0001429486,0.00002910986,0.00004572441,0.000157557,0.00001076427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979067,0.0003916755,0.0001558126,0.00005154173,0.00001240171,0.00001650962,0.001242254,0.000004702056,0.0002184862],"genre_scores_gemma":[0.9983351,0.0002071804,0.0001415203,0.00006291653,0.00001396315,0.00002780123,0.0009457189,0.000006303445,0.0002596189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032986,"threshold_uncertainty_score":0.04042304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258917154202441,"score_gpt":0.2706785658900422,"score_spread":0.2480893943480178,"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."}}