{"id":"W4388550030","doi":"10.1016/j.drugpo.2023.104244","title":"Translating the lived experience of illicit drinkers into program guidance for cannabis substitution: Experiences from the Canadian Managed Alcohol Program Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Native Health Society; PHS Community Services Society; University of Victoria","funders":"Health Canada","keywords":"Cannabis; Harm reduction; Poison control; Harm; Focus group; Suicide prevention; Psychology; Peer support; Unit (ring theory); Alcohol use disorder; Service (business); Human factors and ergonomics; Public relations; Medicine; Medical education; Business; Psychiatry; Nursing; Social psychology; Political science; Alcohol; Medical emergency; Public health; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006284888,0.0006117395,0.0007766715,0.001580594,0.03398598,0.00708156,0.002963964,0.002234976,0.003013226],"category_scores_gemma":[0.01135175,0.0005935975,0.0004686916,0.002208762,0.02303366,0.003577276,0.01203085,0.005759684,0.000264472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04539856,"about_ca_system_score_gemma":0.06580863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8890601,"about_ca_topic_score_gemma":0.957278,"domain_scores_codex":[0.9911817,0.004071352,0.0001744146,0.0003943552,0.001428941,0.002749209],"domain_scores_gemma":[0.989997,0.003028242,0.0004183382,0.0002649986,0.002006021,0.004285345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001632262,0.00002339267,0.001564512,0.00003849189,0.00000309817,0.0004678936,0.9928323,0.00001622107,0.000199838,0.0006817988,0.001431764,0.002724295],"study_design_scores_gemma":[0.000002389964,0.00001579014,0.001345779,0.00007140367,0.000003586971,0.00007990505,0.9860647,0.0000255003,0.00005207143,0.0001030285,0.01222051,0.00001523061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648245,0.001760224,0.0007989118,0.01406117,0.0002284742,0.0001631736,0.0001831014,0.0000315457,0.01794894],"genre_scores_gemma":[0.9911775,0.001310843,0.0005124118,0.002563869,0.00003089744,0.00007668083,0.00006667573,0.00004617621,0.004214939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109399,"threshold_uncertainty_score":0.3293911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510161042736164,"score_gpt":0.4132952996820597,"score_spread":0.3622791954084433,"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."}}