{"id":"W2068571195","doi":"10.1016/j.fertnstert.2011.07.058","title":"First trimester cervical length measurement predicts preterm delivery in IVF patients","year":2011,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Medicine; Obstetrics; Singleton; Gestation; Gestational age; Twin Pregnancy; Preterm delivery; Pregnancy; Gynecology","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":[0.0005135652,0.0003159254,0.0006079548,0.0007959108,0.0006235383,0.0009866421,0.0004892999,0.001212096,0.00305113],"category_scores_gemma":[0.009685462,0.0004257816,0.0005266379,0.0008522304,0.0005701543,0.0004953279,0.0003591322,0.001243017,0.0003560608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707178,"about_ca_system_score_gemma":0.0008186303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744981,"about_ca_topic_score_gemma":0.003434045,"domain_scores_codex":[0.9996411,0.0001064401,0.00004493848,0.00005910026,0.00006442538,0.00008403879],"domain_scores_gemma":[0.9962071,0.002219628,0.000815702,0.0001462594,0.0001081892,0.0005030328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003209226,0.00004154807,0.9974626,0.000008949243,0.00002460865,0.0002428738,0.00007019296,0.00007100168,0.0002397649,0.00002589308,0.0001115353,0.001380094],"study_design_scores_gemma":[0.000029067,0.0002514202,0.9965048,0.00002125796,0.00006116005,0.00167839,0.0003431892,0.0005730191,0.0002220649,0.0001271989,0.0001768884,0.00001162802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984567,0.0005431084,0.0000386241,0.000174371,0.00001688885,0.000005434732,0.0001172419,0.000002801862,0.000644719],"genre_scores_gemma":[0.9994535,0.0001734772,0.0000430181,0.00005752671,0.00002242941,0.000004511155,0.00009886462,0.000001864589,0.0001449288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003744981,"threshold_uncertainty_score":0.01020706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172948348738029,"score_gpt":0.2228584009539948,"score_spread":0.1711289174666145,"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."}}