{"id":"W6904885962","doi":"10.14288/1.0376054","title":"Mobile supervised consumption services in Rural British Columbia: lessons learned","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Service provider; Service (business); Public health; Consumption (sociology); Mobile device; Service delivery framework; Control (management); Mobile technology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002337288,0.0001169007,0.0003951899,0.00007872684,0.0006891133,0.001545836,0.0002615539,0.0001476959,0.009397808],"category_scores_gemma":[0.00003446751,0.0001802621,0.00006359173,0.001045985,0.00005066965,0.0003502516,0.0001780834,0.0003291095,0.0005741025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160015,"about_ca_system_score_gemma":0.0002445538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2649471,"about_ca_topic_score_gemma":0.5952013,"domain_scores_codex":[0.9986436,0.0001056514,0.0003163417,0.0003796747,0.0002208974,0.0003338843],"domain_scores_gemma":[0.9991742,0.0000840447,0.00006513377,0.0003999084,0.0001264735,0.0001501745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005355601,0.002713027,0.5405148,0.0006271364,0.000298881,0.0001777327,0.007393755,0.0003029539,0.007415106,0.00002210864,0.3975359,0.04246297],"study_design_scores_gemma":[0.04196671,0.003977952,0.4688858,0.003141904,0.000547913,0.001310937,0.1485472,0.01460599,0.0006449415,0.001546417,0.3128206,0.00200369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646116,0.0001067572,0.000004197621,0.0002507035,0.0002867263,0.002423095,0.0001010469,0.00009151101,0.1321244],"genre_scores_gemma":[0.5467707,0.000270612,0.0002520253,0.0002142429,0.00004243994,0.0004252844,0.0001079633,0.0000322568,0.4518844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3302542,"threshold_uncertainty_score":0.9994907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653991836556333,"score_gpt":0.3477087367090447,"score_spread":0.3011688183434814,"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."}}