{"id":"W2014637636","doi":"10.1136/bmj.g1699","title":"Modifying certain risk factors might prevent one in four miscarriages, study shows","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miscarriage; Underweight; Danish; Pregnancy; Overweight; Medicine; Alcohol consumption; Obstetrics; Cohort; Cohort study; Risk factor; Demography; Quarter (Canadian coin); Environmental health; Body mass index; Alcohol; Geography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287607,0.0003128147,0.0005043215,0.0006845408,0.0005903952,0.000406291,0.0004610759,0.0007774956,0.003765983],"category_scores_gemma":[0.01693412,0.0002770326,0.001040553,0.0005586178,0.0002444175,0.000326616,0.0004855104,0.0007197445,0.0006116163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005127699,"about_ca_system_score_gemma":0.001516284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219417,"about_ca_topic_score_gemma":0.02825089,"domain_scores_codex":[0.9987071,0.0006196309,0.0001785461,0.0001174366,0.000184211,0.0001930658],"domain_scores_gemma":[0.9961383,0.001903227,0.0008547379,0.000502268,0.000317141,0.000284282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004807673,0.001067065,0.6601779,0.002095127,0.001405032,0.0003507718,0.0008746407,0.0005082978,0.002310092,0.001770427,0.01156298,0.3130699],"study_design_scores_gemma":[0.001012572,0.003535073,0.951759,0.001433498,0.002218514,0.001544414,0.0008253948,0.00124715,0.005494623,0.001312195,0.02954205,0.00007541363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940787,0.06082581,0.006530591,0.01095922,0.001030427,0.0006900695,0.006987247,0.0004411065,0.01845685],"genre_scores_gemma":[0.9730636,0.01456142,0.004573992,0.001521268,0.0001996874,0.0001737479,0.001734846,0.00002010423,0.004151494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219417,"threshold_uncertainty_score":0.04362798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628844189344409,"score_gpt":0.3750931444459486,"score_spread":0.2888047025525045,"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."}}