{"id":"W2151483344","doi":"10.1016/s1701-2163(16)34525-x","title":"Diagnosis of Premature Rupture of Membranes: Inspiration From the Past and Insights for the Future","year":2010,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; MEDLINE; Medical literature; Premature rupture of membranes; Diagnostic test; Pregnancy; Obstetrics; Pathology; Pediatrics; Gestation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00016736,0.0001994186,0.001151847,0.0001095429,0.0001015535,0.00001476231,0.0002075862,0.0005160664,0.00003093956],"category_scores_gemma":[0.001558113,0.00009056781,0.000198673,0.0002275605,0.000108274,0.00004102773,0.00003486688,0.0008675217,1.977544e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009455791,"about_ca_system_score_gemma":0.001511794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232916,"about_ca_topic_score_gemma":0.02356401,"domain_scores_codex":[0.9987125,0.00007795644,0.0007017787,0.0001226542,0.0002609579,0.0001240922],"domain_scores_gemma":[0.9909828,0.006989897,0.001314578,0.000210401,0.0003934476,0.0001089005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007017714,0.00002624422,0.002937894,0.004034,0.0004034448,0.00007269636,0.0001978325,2.670639e-7,4.339144e-7,0.00004917293,0.00269217,0.9895788],"study_design_scores_gemma":[0.0008067017,0.0002602797,0.01625066,0.0005214692,0.001992281,0.00007799598,0.0002084838,0.000002212465,0.000003801249,0.00006731594,0.9797247,0.00008409651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00775638,0.9847447,0.000002137097,0.0005854992,0.006059723,0.0005477814,0.0002740267,9.385117e-7,0.00002879133],"genre_scores_gemma":[0.01710086,0.9821178,0.0000736027,0.0002624928,0.0003642715,0.00001928318,0.0000325351,0.00001505711,0.00001415128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9894947,"threshold_uncertainty_score":0.9942534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491460273138959,"score_gpt":0.248662758933156,"score_spread":0.2337481562017664,"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."}}