{"id":"W2794673225","doi":"10.1097/aog.0000000000002554","title":"Placental Alpha Microglobulin-1 Compared With Fetal Fibronectin to Predict Preterm Delivery in Symptomatic Women","year":2018,"lang":"en","type":"letter","venue":"Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital; Women's Health Research Institute","funders":"","keywords":"Fetal fibronectin; Watson; Beta-2 microglobulin; Alpha (finance); Fetus; Preterm delivery; Fibronectin; Obstetrics; Medicine; Andrology; Internal medicine; Pregnancy; Biology; Surgery; Computer science; Cell biology; Artificial intelligence; Genetics","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":[0.0005686973,0.0002434368,0.0005207165,0.000512506,0.0003727416,0.0005881041,0.0003619463,0.001903809,0.001334283],"category_scores_gemma":[0.007039329,0.0001447606,0.0002497218,0.000433917,0.0001928338,0.0002960409,0.0001748888,0.001290256,0.0004479081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801268,"about_ca_system_score_gemma":0.0004130989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428783,"about_ca_topic_score_gemma":0.002602119,"domain_scores_codex":[0.9996444,0.0001264522,0.0000448895,0.00004522517,0.00008623078,0.00005273857],"domain_scores_gemma":[0.9980794,0.001208565,0.0001478177,0.00003843691,0.0002335506,0.0002922597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003161697,0.0002603017,0.9273506,0.000102555,0.00008943879,0.01212363,0.0004218108,0.0002058963,0.001623273,0.0002485342,0.02555422,0.02885791],"study_design_scores_gemma":[0.0008237249,0.001786516,0.9452556,0.0005008041,0.0003292432,0.02548084,0.002060787,0.006421371,0.001987784,0.002555128,0.01271566,0.00008273515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128094,0.00837137,0.0002302848,0.0631691,0.003167955,0.00004267485,0.0005021289,0.00003709328,0.01166996],"genre_scores_gemma":[0.9882504,0.00126317,0.0003471336,0.006753951,0.001980172,0.00002323906,0.0001349634,0.000007301713,0.001239797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903809,"threshold_uncertainty_score":0.004463613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008712342784415794,"score_gpt":0.2188741998655733,"score_spread":0.2101618570811575,"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."}}