{"id":"W4311001908","doi":"10.3390/ijerph192315978","title":"Substance Use Stigma and Community Drug Checking: A Qualitative Study Examining Barriers and Possible Responses","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Vancouver Foundation","keywords":"Criminalization; Stigma (botany); Shame; Qualitative research; Population; Decriminalization; Psychology; Internet privacy; Social psychology; Medicine; Criminology; Psychiatry; Environmental health; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006396241,0.00009555931,0.000211251,0.000403121,0.0007481038,0.0001154616,0.0001489304,0.00001453503,0.0001193945],"category_scores_gemma":[0.0006695748,0.00008468088,0.00001922376,0.000108187,0.0002939856,0.000312926,0.0002753955,0.0009733022,4.275498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364346,"about_ca_system_score_gemma":0.0004325091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006241478,"about_ca_topic_score_gemma":0.00009475044,"domain_scores_codex":[0.9952363,0.002786105,0.0003480707,0.0001513601,0.001208921,0.0002692091],"domain_scores_gemma":[0.9978177,0.001244507,0.0001652168,0.0001168532,0.00007427204,0.0005814698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001424456,0.002449759,0.7126019,0.00002407003,0.000301223,0.0001747764,0.2745649,6.771345e-7,0.0002708817,0.00009232338,0.0002066285,0.007888384],"study_design_scores_gemma":[0.002074063,0.003607345,0.5510693,0.00003130118,0.000004610584,0.0002056666,0.442025,0.000009292019,0.00001116833,0.0001897857,0.0007291465,0.00004329932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911932,0.002118712,0.000005442692,0.006164833,0.00005299483,0.0003132807,0.0001151509,0.000003664763,0.0000327708],"genre_scores_gemma":[0.9971226,0.00211669,0.0001632265,0.0002879863,0.0000266385,0.00001851841,0.00001644077,0.00001195614,0.0002359523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674601,"threshold_uncertainty_score":0.5753886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994552275449274,"score_gpt":0.4590788005188158,"score_spread":0.2596235729738884,"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."}}