{"id":"W2078807408","doi":"10.1111/j.1360-0443.2012.04094.x","title":"Commentary on Ondersma <i>et al</i>. (2012): Beyond the quest for the perfect test—drug use screening in pregnancy","year":2012,"lang":"en","type":"letter","venue":"Addiction","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Substance abuse; Population; Family medicine; Psychiatry; Psychology","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":[0.01116545,0.001884327,0.003125759,0.001782397,0.006710004,0.005996944,0.009040873,0.07102759,0.0110086],"category_scores_gemma":[0.06953823,0.001812562,0.002692379,0.001846812,0.006235929,0.009058537,0.003142696,0.08211543,0.01018266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008050323,"about_ca_system_score_gemma":0.01291266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03623738,"about_ca_topic_score_gemma":0.04338381,"domain_scores_codex":[0.9909375,0.002776197,0.001254695,0.001479598,0.002664785,0.0008873116],"domain_scores_gemma":[0.9617035,0.02462181,0.001900768,0.000846955,0.007857294,0.003069664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001583965,0.000004679598,0.00003917298,0.00007380921,0.000005322626,0.00005452568,0.00006563412,0.000007608889,0.00001197819,0.0004154669,0.9980608,0.001245161],"study_design_scores_gemma":[0.000133058,0.00005200955,0.0007363274,0.00234434,0.00006428063,0.0005248559,0.0008932925,0.0001560558,0.0001894928,0.004236472,0.9905295,0.0001403108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005038919,0.001501036,0.00004108059,0.9534062,0.0443799,0.00001404364,0.0001052106,0.00002379602,0.0004783944],"genre_scores_gemma":[0.0003289701,0.0008170141,0.00004789092,0.9767476,0.02101805,0.00003214244,0.00001935404,0.00001750317,0.0009714792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07102759,"threshold_uncertainty_score":0.07205296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071165672358113,"score_gpt":0.2618997689145356,"score_spread":0.2411881121909545,"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."}}