{"id":"W2900939456","doi":"10.1371/journal.pone.0206671","title":"Community networks of services for pregnant and parenting women with problematic substance use","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto; University of Victoria; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Substance use; Pregnancy; Medicine; Psychiatry; Obstetrics; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324511,0.0001109908,0.0003512902,0.0000309315,0.00009740174,0.00001620859,0.00008651309,0.00004509654,0.000004991533],"category_scores_gemma":[0.00006362056,0.00008319104,0.00001196434,0.0001340702,0.0001235773,0.0001668086,0.0000334294,0.0001455274,7.967836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003156779,"about_ca_system_score_gemma":0.00001625993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003195232,"about_ca_topic_score_gemma":0.0004049192,"domain_scores_codex":[0.9991815,0.00006711051,0.000192113,0.0001249492,0.0001836106,0.0002506798],"domain_scores_gemma":[0.9990043,0.0002571016,0.0001594982,0.0003393178,0.000153625,0.00008613841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0048729,0.004730681,0.6669588,0.03171372,0.001869798,0.00001154971,0.03556601,0.00001260526,0.251287,0.0001126602,0.00003401257,0.002830289],"study_design_scores_gemma":[0.009056528,0.01138807,0.6820622,0.06525066,0.001045795,0.00002022045,0.002124208,0.0221132,0.2053945,0.0008860531,0.00002043722,0.000638091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978183,0.0003979786,0.0004936973,0.0000404292,0.0000108919,0.001134595,0.000006189149,0.00004785979,0.00005003913],"genre_scores_gemma":[0.9930963,0.00002676475,0.006505408,0.0000576153,0.00005195578,0.0001691169,0.00001273458,0.00002291364,0.00005719801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04589243,"threshold_uncertainty_score":0.3392432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044448873729659,"score_gpt":0.2344325081155664,"score_spread":0.1939880193782698,"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."}}