{"id":"W3046696787","doi":"10.1186/s13011-020-00294-2","title":"Some notes on the use, concept and socio-political framing of ‘stigma’ focusing on an opioid-related public health crisis","year":2020,"lang":"en","type":"letter","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Politics; Stigma (botany); Framing (construction); Public health; Criminology; Public relations; Political science; Psychology; Social psychology; Medicine; Psychiatry; Law; Engineering; 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"],"consensus_categories":[],"category_scores_codex":[0.0001180572,0.0006489369,0.0009810369,0.0003330497,0.0003397561,0.0001193018,0.0001064166,0.000415107,0.00005090606],"category_scores_gemma":[0.00008498705,0.0004373592,0.0002670546,0.0002876513,0.0003036098,0.0002469743,0.00001642319,0.0006722418,0.00001358978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007430405,"about_ca_system_score_gemma":0.0005511261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007710863,"about_ca_topic_score_gemma":0.00004974939,"domain_scores_codex":[0.9968773,0.0005027291,0.0006518778,0.000768397,0.000454735,0.0007449521],"domain_scores_gemma":[0.9979447,0.0005521536,0.0004087759,0.000634931,0.00008004603,0.0003794052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001351123,0.01272555,0.01914413,0.003988354,0.01224222,0.001250361,0.3359606,0.00002156075,0.0001989515,0.2731658,0.2249315,0.1150198],"study_design_scores_gemma":[0.06806391,0.06719786,0.07293288,0.0171432,0.007609007,0.0003426193,0.02333768,0.0005414605,0.004863773,0.08785569,0.6436684,0.0064436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3813416,0.002674352,0.0000204758,0.6141273,0.0000953406,0.001393996,0.0002036543,0.00009848428,0.0000447926],"genre_scores_gemma":[0.5878419,0.01077317,0.0003804686,0.3969783,0.001411267,0.0001959036,0.001483877,0.000158478,0.0007766342],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4187368,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526359788569068,"score_gpt":0.3412579297681758,"score_spread":0.2659943318824851,"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."}}