{"id":"W4200107489","doi":"10.1016/j.jogoh.2021.102287","title":"Evaluation of midtrimester cervical length thresholds for the prediction of spontaneous preterm birth","year":2021,"lang":"en","type":"article","venue":"Journal of Gynecology Obstetrics and Human Reproduction","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"","keywords":"Medicine; Confidence interval; Asymptomatic; Gestation; Obstetrics; Prospective cohort study; Gynecology; Relative risk; Ultrasound; Risk factor; Pregnancy; Surgery; Internal medicine; Radiology","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":[0.001575456,0.00008518445,0.000320445,0.0001949023,0.0001006407,0.00001042642,0.00005836646,0.0001280125,0.00006983455],"category_scores_gemma":[0.004523874,0.00006182554,0.0001386974,0.0001865742,0.0001106552,0.00007737806,0.00002334153,0.0002010694,1.193238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009622055,"about_ca_system_score_gemma":0.0002784471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002494919,"about_ca_topic_score_gemma":0.000007511303,"domain_scores_codex":[0.9984828,0.0001258987,0.0006208558,0.000191573,0.0004678387,0.0001110257],"domain_scores_gemma":[0.996128,0.0006297379,0.0005962782,0.0002822032,0.002310168,0.00005358239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001465169,0.001672768,0.2474003,0.001407289,0.00200888,0.0002176141,0.002581323,0.0004318992,0.07688636,0.001409152,0.001814041,0.6627052],"study_design_scores_gemma":[0.006297708,0.005488411,0.9347361,0.0001523252,0.003263484,0.008137311,0.0007103677,0.001119122,0.02586683,0.003445727,0.01064763,0.0001349702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911902,0.005631915,0.00007862639,0.0005214188,0.0019731,0.0003632521,0.00001795941,0.000004584886,0.0002189649],"genre_scores_gemma":[0.9980946,0.0009347288,0.000214365,0.00002886945,0.0004972984,0.000007388248,0.00001239393,0.000009708955,0.0002006109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6873358,"threshold_uncertainty_score":0.5415826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696797932131867,"score_gpt":0.3007819192924067,"score_spread":0.253813939971088,"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."}}