{"id":"W2889077974","doi":"10.3389/fphar.2018.00961","title":"Screening Pregnant Women and Their Neonates for Illicit Drug Use: Consideration of the Integrated Technical, Medical, Ethical, Legal, and Social Issues","year":2018,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Substance Abuse Detection; Pregnancy; Public health; Drug; Obstetrics; Meconium; Family medicine; Psychiatry; Intensive care medicine; Environmental health; Nursing; Fetus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001421669,0.0004289244,0.002078249,0.0002327347,0.0001729765,0.00003602611,0.0002702736,0.00118139,0.00004084822],"category_scores_gemma":[0.001085973,0.0002586952,0.0001794871,0.0003123443,0.001655801,0.0001046997,0.0002264323,0.001654183,3.408292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949164,"about_ca_system_score_gemma":0.0005697442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004108567,"about_ca_topic_score_gemma":0.00004079997,"domain_scores_codex":[0.9971471,0.0008129923,0.0007956312,0.0005371558,0.000260739,0.0004463292],"domain_scores_gemma":[0.9977999,0.001265502,0.0004473887,0.0001939648,0.0001508162,0.0001423687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006118754,0.0001988858,0.0001984745,0.01850188,0.00107533,0.00004229269,0.002781682,2.06962e-7,0.00089908,0.0001899918,0.3564679,0.6190324],"study_design_scores_gemma":[0.001886755,0.000282899,0.00002639838,0.009181715,0.0004816027,0.00009922702,0.0002114339,0.0002337376,0.0005724211,0.000244371,0.98651,0.0002694381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004016735,0.9886727,0.00110221,0.001846379,0.001113127,0.003080567,0.0001056937,0.00005424982,0.000008349564],"genre_scores_gemma":[0.00189632,0.9912267,0.004259624,0.001230704,0.000345729,0.0007416135,0.00006819757,0.00006580351,0.0001653005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6300421,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753303063722307,"score_gpt":0.3481824704788373,"score_spread":0.3206494398416143,"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."}}