{"id":"W131557623","doi":"10.1023/a:1011300102132","title":"A Preterm Birth Prevention Project in Nova Scotia, Canada","year":2001,"lang":"en","type":"article","venue":"Maternal and Child Health Journal","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Nova scotia; Public health; Psychological intervention; Population; Obstetrics; Demography; Pediatrics; Environmental health; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325943,0.000119561,0.0002422524,0.0001264291,0.0001274437,0.00004502388,0.00005833964,0.00003421648,0.0001833491],"category_scores_gemma":[0.00001059166,0.00009385209,0.00003750383,0.0001053695,0.00001893765,0.00009415988,0.00001996343,0.0004226869,0.000003343677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878667,"about_ca_system_score_gemma":0.000890116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2584827,"about_ca_topic_score_gemma":0.5156388,"domain_scores_codex":[0.9987587,0.00005967954,0.0003870758,0.000144774,0.0002627097,0.0003871126],"domain_scores_gemma":[0.9994328,0.000006560968,0.00015161,0.0000813397,0.00003309293,0.0002945742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003718914,0.00004393603,0.9616917,0.0002655843,0.00001966865,0.0007419121,0.0001836621,9.771891e-7,0.000008318533,0.00001540549,0.001406628,0.03525025],"study_design_scores_gemma":[0.002298681,0.0004966363,0.9615044,0.001402742,0.000008008864,0.02293934,0.00006507343,0.00004473273,0.00004465719,0.0001088402,0.01098533,0.0001015629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909247,0.001776789,0.00002792506,0.004944053,0.0003459468,0.0002569103,0.000009181615,0.00001120325,0.001703335],"genre_scores_gemma":[0.9943411,0.002004647,0.0001229008,0.00247631,0.0004285629,0.000002210625,0.000004961703,0.00001201427,0.0006073227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571561,"threshold_uncertainty_score":0.7464551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595775753463895,"score_gpt":0.2873782347804086,"score_spread":0.2714204772457696,"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."}}