{"id":"W2033055757","doi":"10.1067/mob.2000.106855","title":"Predicting preterm birth: A cost-effectiveness analysis","year":2000,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Fetal fibronectin; Respiratory distress; Preterm delivery; Obstetrics; Fetus; Intensive care medicine; Gynecology; Pregnancy; Pediatrics; Surgery","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":[0.0003396358,0.0001337559,0.0007186696,0.0005532718,0.00007547376,0.00002244102,0.00009243724,0.00006381811,0.0003171217],"category_scores_gemma":[0.001718158,0.0001091171,0.000219437,0.001320458,0.0002301882,0.00008609678,0.0000197942,0.0003019219,0.000003868401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009399836,"about_ca_system_score_gemma":0.0001113171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002708057,"about_ca_topic_score_gemma":0.000004165467,"domain_scores_codex":[0.9987665,0.0001695562,0.0004139705,0.0001735394,0.0002009709,0.0002754935],"domain_scores_gemma":[0.995932,0.003068716,0.0003402993,0.0001547034,0.0001998905,0.0003043864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335304,0.00005309004,0.5449227,0.00001536445,0.0005337394,0.0002655599,0.0001405496,0.00003570425,0.00005317706,0.000008328981,0.000008424547,0.4538299],"study_design_scores_gemma":[0.002196739,0.004095953,0.9785033,0.00003904298,0.001198324,0.0007413965,0.0002377965,0.0007610557,0.00009871516,0.00004948735,0.01193685,0.0001413653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968755,0.001240556,0.0002121903,0.0001457771,0.0002888072,0.0001614878,0.00001216954,0.00001237042,0.001051147],"genre_scores_gemma":[0.9972107,0.001830692,0.000456969,0.0003041529,0.00007177462,0.000006230186,0.000003798609,0.00001218517,0.0001034324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536885,"threshold_uncertainty_score":0.4449668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250983573667517,"score_gpt":0.274021080744809,"score_spread":0.2615112450081338,"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."}}