{"id":"W3202521922","doi":"10.1007/s11469-021-00655-3","title":"Screening for Alcohol Use in Pregnancy: a Review of Current Practices and Perspectives","year":2021,"lang":"en","type":"review","venue":"International Journal of Mental Health and Addiction","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Canada Research Chairs; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Public health; Pregnancy; Prenatal care; Health psychology; Psychological intervention; Psychiatry; Environmental health; Alcohol; Family medicine; Nursing; Population","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":[0.0005740679,0.0001417928,0.0009292883,0.0002466162,0.00002467829,0.00001825556,0.00006188865,0.00005423919,0.000008720156],"category_scores_gemma":[0.000802412,0.0001116391,0.0001864537,0.00009606985,0.000031025,0.0003152449,0.00003156071,0.0003282957,9.417844e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587886,"about_ca_system_score_gemma":0.0004845159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001136859,"about_ca_topic_score_gemma":0.00000806945,"domain_scores_codex":[0.9983644,0.0001640178,0.0008263725,0.0001678342,0.0003732764,0.0001041112],"domain_scores_gemma":[0.9969637,0.0002826696,0.002283958,0.00005573949,0.0002714706,0.0001424871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001505569,0.0001397169,0.000297605,0.03852188,0.0002283264,0.00001817178,0.0002013693,2.549428e-8,0.000001264026,0.00004227698,0.0005632259,0.9598356],"study_design_scores_gemma":[0.001162725,0.0004160532,0.0002517552,0.6294973,0.0001799357,0.0009177604,0.0001001591,0.000005665511,0.000001912309,0.000002941194,0.3674067,0.0000570548],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001454548,0.9977268,0.0001032667,0.0005527381,0.0004672447,0.0009000581,0.0000962365,0.000002671617,0.000005515458],"genre_scores_gemma":[0.0001996976,0.9982304,0.001029185,0.0001091353,0.0002226687,0.00002622916,0.0001596096,0.00001245701,0.00001059917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9597785,"threshold_uncertainty_score":0.4552512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732054888033346,"score_gpt":0.4784155317612457,"score_spread":0.3052100429579111,"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."}}