{"id":"W2044850907","doi":"10.1177/1933719111426602","title":"A Standardized Template for Clinical Studies in Preterm Birth","year":2012,"lang":"en","type":"article","venue":"Reproductive Sciences","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Confounding; Medicine; Sample size determination; Low birth weight; Birth weight; Clinical study design; Pregnancy; Obstetrics; Clinical trial; Biology; Internal medicine; Statistics","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":[0.003508365,0.0001060402,0.0003618569,0.0001120892,0.0001389849,0.00001431695,0.00009697567,0.0000377626,0.00001265249],"category_scores_gemma":[0.002749484,0.00007394265,0.00009971613,0.0003245057,0.0008630892,0.0003058321,0.0000501767,0.0001140747,0.000007705687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005100532,"about_ca_system_score_gemma":0.000131318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000564924,"about_ca_topic_score_gemma":0.000003844456,"domain_scores_codex":[0.9984145,0.00008942984,0.0003275017,0.0005085302,0.0002612407,0.0003988078],"domain_scores_gemma":[0.9991342,0.000229385,0.00009763967,0.0002700943,0.0001506071,0.0001180391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007330186,0.0001697041,0.9695455,0.0001460677,0.00009052851,0.00001037957,0.003150274,9.200675e-7,0.0005826166,0.0004366952,0.002547003,0.02258725],"study_design_scores_gemma":[0.005101771,0.002915758,0.9077219,0.0004690899,0.0001156474,0.000306021,0.004803587,0.00004320587,0.01247632,0.005625569,0.05993259,0.0004885024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891779,0.006084973,0.00007443128,0.0009872689,0.001195003,0.0006952387,0.00001649229,0.00004092556,0.001727702],"genre_scores_gemma":[0.9928883,0.0009343834,0.004523679,0.0001327968,0.001002584,0.00007449698,0.000001483389,0.000006953681,0.0004353258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06182361,"threshold_uncertainty_score":0.3291587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766524568578974,"score_gpt":0.4988423381384252,"score_spread":0.2221898812805278,"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."}}