{"id":"W4409212296","doi":"10.3122/jabfm.2024.240133r1","title":"Associations Between Modifiable Preconception Care Indicators and Pregnancy Outcomes","year":2025,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bausch Health; Valeant Pharmaceuticals International","keywords":"Medicine; Pregnancy; Prenatal care; Obstetrics; Body mass index; Odds ratio; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006378465,0.0001108443,0.000676318,0.0001973014,0.0001272851,0.000002833949,0.0001866577,0.00003324748,0.000004377157],"category_scores_gemma":[0.000689163,0.00005242312,0.0001002838,0.0005251907,0.0006178413,0.00006040843,0.00003780943,0.0003349646,5.11975e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259222,"about_ca_system_score_gemma":0.0002166621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775147,"about_ca_topic_score_gemma":0.000005776467,"domain_scores_codex":[0.998502,0.0002388682,0.0006066363,0.00009955851,0.0004005469,0.0001524094],"domain_scores_gemma":[0.9977203,0.0003128212,0.001256142,0.0003247015,0.0003059324,0.00008008017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136387,0.00003327912,0.9125426,0.00007779483,0.000247455,5.119915e-7,0.002504272,0.00002108771,0.002957938,0.00004126873,0.001249246,0.08018816],"study_design_scores_gemma":[0.001199853,0.0006716143,0.990279,0.0008506761,0.0007446454,0.000003280545,0.005243533,0.000005461773,0.0003871307,0.0002058141,0.0003701188,0.00003882949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788839,0.005267398,0.0002999442,0.01385119,0.0002631719,0.0003819609,0.000008527853,0.000007411812,0.001036561],"genre_scores_gemma":[0.9973903,0.001016617,0.0001353432,0.0009057483,0.000186981,0.000002050794,0.000001990619,0.000007699339,0.000353303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08014933,"threshold_uncertainty_score":0.2276462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380483845452185,"score_gpt":0.3533912595000566,"score_spread":0.3195864210455347,"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."}}