{"id":"W4404263002","doi":"10.5771/9781498552127-25","title":"Chapter Two. Perception and Discrimination: The Biomedical Foundations of a Syndemic of Substance Abuse, Violence, and Suicide Among Aboriginal People in Ontario, Canada","year":2017,"lang":"en","type":"book-chapter","venue":"Lexington Books","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Syndemic; Substance abuse; Perception; Criminology; Psychology; Substance use; Psychiatry; Medicine; Family medicine; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005271512,0.0001632544,0.0002970553,0.0001358746,0.001655373,0.00003690998,0.0002224996,0.0001830663,0.0001635762],"category_scores_gemma":[0.000002816407,0.0001273565,0.00003526387,0.00001996977,0.001217376,0.0001503986,0.000001670187,0.0003315825,6.736873e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004924416,"about_ca_system_score_gemma":0.008606937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970556,"about_ca_topic_score_gemma":0.9999927,"domain_scores_codex":[0.998606,0.00004408253,0.0003990358,0.0002623035,0.0004494169,0.0002391283],"domain_scores_gemma":[0.9988916,0.0001282724,0.0004679982,0.0002372867,0.0001690322,0.0001058067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001543442,0.00001734264,0.02414781,0.00009304655,0.00001700545,0.000002650031,0.4455548,5.69677e-7,0.000002812239,0.5294158,0.00001676193,0.0007159268],"study_design_scores_gemma":[0.0006982583,0.0001347801,0.3719035,0.004572454,0.0001498165,0.00001240304,0.007615799,0.0000272937,0.000009954611,0.04971212,0.5645121,0.0006515504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7944336,0.000256579,0.00001951516,0.0001415586,0.0003534797,0.0004865146,0.00002084305,0.000006951138,0.204281],"genre_scores_gemma":[0.8784468,0.0108515,0.00007406391,0.00002414861,0.0001830408,0.000006089391,0.00004219429,0.00001715743,0.110355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5644953,"threshold_uncertainty_score":0.9996443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824463399752429,"score_gpt":0.290426319960815,"score_spread":0.2721816859632907,"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."}}