{"id":"W2259990831","doi":"10.1016/j.ajog.2015.10.446","title":"405: The role of cervical length measurement for preterm delivery prediction in women with cervical dilatation who present with threatened preterm labor","year":2015,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cervical dilatation; Cervix; Obstetrics; Retrospective cohort study; Preterm delivery; Gestation; Preterm labour; Gynecology; Pregnancy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004794516,0.0001402796,0.0004862879,0.0001958589,0.00004060447,0.00001630094,0.0001147156,0.0000628878,0.000006782278],"category_scores_gemma":[0.0006914903,0.00008114849,0.00003966916,0.0003592946,0.0002443999,0.0001192243,0.00002877227,0.0002202351,1.86593e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639681,"about_ca_system_score_gemma":0.0003691835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000317195,"about_ca_topic_score_gemma":0.00002577994,"domain_scores_codex":[0.9985269,0.0001183384,0.0004402373,0.0001665173,0.0004724333,0.0002755171],"domain_scores_gemma":[0.9974842,0.000790269,0.000470623,0.0001577438,0.0008482392,0.0002489444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008425755,0.0003274822,0.7333543,0.0001062523,0.0004014666,0.00007326001,0.004839502,0.0001736903,0.0002914605,0.00006948732,0.00007579516,0.2518615],"study_design_scores_gemma":[0.008302265,0.02998779,0.9499018,0.0001763192,0.000249675,0.0002432608,0.005226306,0.001728996,0.0005441917,0.0003200452,0.003170142,0.0001491935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968323,0.001381794,0.0002714245,0.0007600219,0.0001275276,0.0004521222,0.00002612523,0.000005734475,0.0001429291],"genre_scores_gemma":[0.9986885,0.0003602958,0.0006277133,0.0001784011,0.00006989437,0.00004591404,0.000003944452,0.00001583422,0.000009494524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517123,"threshold_uncertainty_score":0.3309139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154069016514822,"score_gpt":0.2311233420454295,"score_spread":0.2157164403939473,"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."}}