{"id":"W4253487362","doi":"10.31234/osf.io/h3csa","title":"Alcohol and substance use in pregnancy during the COVID-19 pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Pandemic; Medicine; Anxiety; Cannabis; Psychiatry; Coping (psychology); Prenatal care; Odds; Public health; Mental health; Substance use; Environmental health; Coronavirus disease 2019 (COVID-19); Nursing; Population; Disease; Infectious disease (medical specialty); Logistic regression","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":[0.001211177,0.0002317828,0.000352186,0.001055101,0.001976612,0.001054271,0.0005430083,0.0004924451,0.001381069],"category_scores_gemma":[0.004025459,0.0003737336,0.0005967251,0.002350661,0.0006023145,0.0003967743,0.001102518,0.0011969,0.0001223337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007788138,"about_ca_system_score_gemma":0.008303479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9003978,"about_ca_topic_score_gemma":0.9154185,"domain_scores_codex":[0.9988183,0.0002579032,0.00009801215,0.0001388287,0.0002093682,0.0004775658],"domain_scores_gemma":[0.9982165,0.0003204669,0.000552705,0.0000866199,0.0004438017,0.0003798604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006525528,0.00001875345,0.9938371,0.00005034969,0.00003830749,0.0001350117,0.001316457,0.00005217859,0.00008701463,0.00007201346,0.0003616122,0.003965884],"study_design_scores_gemma":[0.000001428887,0.000015288,0.9977137,0.00006783749,0.0000123425,0.00007954829,0.001501114,0.00007724974,0.00002702051,0.00001918844,0.0004793288,0.000006019663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911248,0.001546353,0.000184287,0.0006025399,0.00002777493,0.0001407333,0.003623225,0.00000673251,0.002743441],"genre_scores_gemma":[0.9960138,0.001506664,0.0002761746,0.000193667,0.00001591955,0.00006977129,0.001250021,0.000006185901,0.0006679325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9003978,"threshold_uncertainty_score":0.2003774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294679049087182,"score_gpt":0.3593075645308653,"score_spread":0.2298396596221471,"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."}}