{"id":"W3011111251","doi":"10.1101/2020.03.19.20038992","title":"Alcohol Screening for Women in their Childbearing Years: What are Health Care Providers doing in Canada?","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada; McMaster University; Champlain Regional College","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Referral; Brief intervention; Respondent; Intervention (counseling); Family medicine; Population; Health care; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001892548,0.0002465552,0.0004053575,0.001343719,0.006284391,0.002342705,0.001695878,0.0008701941,0.003710775],"category_scores_gemma":[0.009176106,0.0004640949,0.0004062945,0.004585344,0.001617692,0.001069427,0.001310914,0.001776108,0.0002406312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07424433,"about_ca_system_score_gemma":0.1895219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963024,"about_ca_topic_score_gemma":0.9975042,"domain_scores_codex":[0.9967712,0.0003245098,0.0001461997,0.000235431,0.001144721,0.001377972],"domain_scores_gemma":[0.9878166,0.0007830255,0.001439982,0.0001339849,0.004259983,0.005566396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114266,0.0001590049,0.8446355,0.001184808,0.00006198554,0.0008293724,0.0149611,0.000177948,0.0004129023,0.001248541,0.02636911,0.1098455],"study_design_scores_gemma":[0.00002214218,0.00007914016,0.9328381,0.00215235,0.00005065187,0.0002749938,0.04589333,0.0003148075,0.0001363758,0.0002210331,0.01795934,0.00005763074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7926973,0.03605402,0.0004876194,0.1358146,0.0006083082,0.0002872925,0.004437696,0.00007805117,0.02953521],"genre_scores_gemma":[0.9761068,0.01604773,0.000610424,0.004851002,0.00005571551,0.00005369556,0.0006945304,0.00001403144,0.001566011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07424433,"threshold_uncertainty_score":0.5386828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783385133956846,"score_gpt":0.2737739963938918,"score_spread":0.2459401450543233,"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."}}