{"id":"W2136700127","doi":"10.1177/1049732314551058","title":"Reenvisioning Success for Programs Supporting Pregnant Women With Problematic Substance Use","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Formative assessment; Program evaluation; Addiction; Abstinence; Substance use; Psychology; Alcoholics Anonymous; Program Design Language; Nursing; Medical education; Medicine; Psychiatry; Pedagogy; Political science","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":[0.02556251,0.0002536083,0.0007573728,0.0002861966,0.0005566326,0.0001171751,0.0002364979,0.00009530134,0.00001891942],"category_scores_gemma":[0.005435786,0.0001809535,0.00005390858,0.001045888,0.0004088667,0.0004239669,0.00005413754,0.0007573866,0.00002368231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007928138,"about_ca_system_score_gemma":0.0007044222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815965,"about_ca_topic_score_gemma":0.0002772796,"domain_scores_codex":[0.9916496,0.003125931,0.0008273119,0.0007374584,0.001619656,0.002039997],"domain_scores_gemma":[0.9902324,0.006793587,0.00039487,0.0006200701,0.00117205,0.0007869885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0119837,0.001828509,0.04560899,0.04411477,0.0003937113,0.00008762379,0.5888685,0.00002885987,0.004319084,0.02774903,0.002545819,0.2724714],"study_design_scores_gemma":[0.0561028,0.2302954,0.2416056,0.1259142,0.0001326009,0.0002677467,0.2269913,0.01865018,0.01361398,0.06175222,0.02041298,0.004261089],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653509,0.0003930513,0.02183177,0.00426646,0.00004479265,0.007763609,0.00001431415,0.0001469329,0.0001881899],"genre_scores_gemma":[0.9602056,0.00002688581,0.03505922,0.0002574786,0.00009499431,0.003437368,0.00007062755,0.00008401242,0.0007637853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618772,"threshold_uncertainty_score":0.8859507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2760196533242287,"score_gpt":0.5232593545349769,"score_spread":0.2472397012107481,"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."}}