{"id":"W4407361841","doi":"10.1136/bmjopen-2024-091337","title":"Supervised Injecting Room Cohort Study (SIRX): study protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia","funders":"National Health and Medical Research Council; Indivior; Burnet Institute; Medical Research Council; Gilead Sciences","keywords":"Medicine; Cohort; Harm reduction; Cohort study; Record linkage; Family medicine; Public health; Medical emergency; Environmental health; Nursing; Population; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02019455,0.003233305,0.002864056,0.002262461,0.003337316,0.00273936,0.003522963,0.003579374,0.05577074],"category_scores_gemma":[0.0200124,0.003379256,0.001597882,0.002913937,0.001547568,0.002701966,0.002065762,0.003917112,0.01768981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298604,"about_ca_system_score_gemma":0.01572302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009371304,"about_ca_topic_score_gemma":0.0170779,"domain_scores_codex":[0.9913031,0.004229411,0.001521233,0.001487716,0.0008069699,0.0006515274],"domain_scores_gemma":[0.9898021,0.002004498,0.001710475,0.001748794,0.003506374,0.00122784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09339931,0.01144336,0.05211132,0.03606028,0.002142706,0.002391878,0.005207131,0.005105103,0.003255029,0.02529802,0.6612594,0.1023265],"study_design_scores_gemma":[0.1115388,0.01545357,0.1180722,0.01791562,0.001763217,0.001609057,0.003169155,0.007436783,0.002029995,0.02123876,0.6990427,0.0007300708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005990568,0.0008187803,0.006699907,0.000761547,0.0004456652,0.9386492,0.04164521,0.0001930818,0.004796166],"genre_scores_gemma":[0.006116442,0.0003683668,0.005090693,0.0006865538,0.00008082898,0.9807256,0.005503924,0.00002404263,0.001403513],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05577074,"threshold_uncertainty_score":0.1865717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317650470889935,"score_gpt":0.505685542166354,"score_spread":0.3739204950773605,"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."}}