{"id":"W4400841943","doi":"10.1016/j.drugpo.2024.104538","title":"“It's going to get pretty tippy”: Stakeholder perspectives on the (dys)function of a four pillars drug strategy","year":2024,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Stakeholder; Public relations; Psychological intervention; Context (archaeology); Jurisdiction; Cohesion (chemistry); Harm reduction; Law enforcement; Law and economics; Political science; Sociology; Business; Law; Medicine","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":[0.01374966,0.0003946369,0.0003545737,0.001630284,0.02602665,0.01280891,0.001848443,0.003440585,0.001323757],"category_scores_gemma":[0.01595414,0.0004505436,0.0002208033,0.002166713,0.0315542,0.005178126,0.005756419,0.00425567,0.0001256967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04679969,"about_ca_system_score_gemma":0.05610792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7313781,"about_ca_topic_score_gemma":0.7410189,"domain_scores_codex":[0.9814817,0.01284817,0.0002903298,0.0005029579,0.002060673,0.002816247],"domain_scores_gemma":[0.9859093,0.007096539,0.000891026,0.0003151216,0.002888099,0.002900077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002424448,0.00002501265,0.01022942,0.00005461275,0.00000887848,0.0007652729,0.945074,0.0002257535,0.0006126555,0.03212316,0.001804771,0.009052278],"study_design_scores_gemma":[0.000004830611,0.00002307577,0.004031855,0.0001280164,0.000009417087,0.0001262728,0.9700989,0.0003434084,0.0002287392,0.004080929,0.02089304,0.00003150212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896493,0.001312906,0.002532494,0.05717988,0.00006794246,0.00006662731,0.00003388169,0.00001660061,0.04914037],"genre_scores_gemma":[0.9970891,0.0003112694,0.0003179306,0.001201404,0.000004265484,0.000009688465,0.00000713803,0.000006035316,0.001053118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7313781,"threshold_uncertainty_score":0.5404078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916537179702441,"score_gpt":0.3733893818314966,"score_spread":0.3042240100344722,"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."}}