{"id":"W2769383681","doi":"10.1186/s12905-017-0437-4","title":"The Cedar Project: Using Indigenous-Specific Determinants of Health to Predict Substance use among Young Pregnant-Involved Indigenous Women In Canada","year":2017,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Institute of Aboriginal Peoples Health; Canadian Institutes of Health Research","keywords":"Indigenous; Social determinants of health; Population; Mediation; Psychology; Pregnancy; Substance abuse; Public health; Environmental health; Medicine; Developmental psychology; Psychiatry; Sociology; Nursing","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003879876,0.0004427915,0.00137181,0.0002743102,0.00149068,0.0001203303,0.0008340031,0.0001173878,0.000004835344],"category_scores_gemma":[0.0004479175,0.0003598483,0.00006553746,0.0005221047,0.0002041322,0.0004097481,0.0001508536,0.0004966801,0.000002581193],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01825264,"about_ca_system_score_gemma":0.0275942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8747537,"about_ca_topic_score_gemma":0.9866652,"domain_scores_codex":[0.993246,0.0005679869,0.001460737,0.0007565673,0.001046478,0.002922235],"domain_scores_gemma":[0.9949571,0.0003125258,0.001553631,0.001913689,0.0001476234,0.001115434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006633018,0.0001217125,0.9187433,0.0009632385,0.0000284991,0.00009898258,0.07110433,0.00002444008,0.00009793038,0.000002671432,0.0001184573,0.008033165],"study_design_scores_gemma":[0.002046549,0.001009032,0.9850576,0.001929795,0.000004222979,0.00002984972,0.008722682,0.0001230721,0.0002883526,0.00001585514,0.0004670251,0.0003059899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898314,0.003310168,0.00006842693,0.00005933582,0.0006376778,0.005876573,0.0001407419,0.0000511271,0.00002451577],"genre_scores_gemma":[0.9974825,0.0008534348,0.0005988498,0.0002457362,0.0001051447,0.000452182,0.00001292989,0.00009139579,0.0001577715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119116,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731462148690257,"score_gpt":0.2985675452143018,"score_spread":0.2512529237273992,"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."}}