{"id":"W4408987175","doi":"10.1101/2025.03.27.25324132","title":"The development of a national bilingual cross-sectional questionnaire on attitudes towards supervised consumption sites and e-health overdose response interventions in Canada: The Canadian National Questionnaire on Overdose Monitoring (CNQOM)","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada; Thompson Rivers University; Alberta Health Services","keywords":"Psychological intervention; Consumption (sociology); Environmental health; Cross-sectional study; Medicine; Medical emergency; Nursing; Sociology; Social science","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":[0.006753675,0.0003331241,0.0003858894,0.001609168,0.002778348,0.001269346,0.0008938927,0.0004014667,0.004078217],"category_scores_gemma":[0.009306122,0.0003584527,0.0005898297,0.001967439,0.0008250676,0.0006201752,0.001135048,0.000877042,0.0005113932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02288851,"about_ca_system_score_gemma":0.05741943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9304745,"about_ca_topic_score_gemma":0.9625027,"domain_scores_codex":[0.9968528,0.0007047369,0.0003320754,0.0002586705,0.001274037,0.000577699],"domain_scores_gemma":[0.9901613,0.001276312,0.0008844074,0.0002262724,0.006110812,0.001340803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00026208,0.0009488753,0.8001897,0.001014154,0.00009540069,0.0004045,0.02554964,0.0008556513,0.00298759,0.001015116,0.03358894,0.1330884],"study_design_scores_gemma":[0.0000576189,0.0002224045,0.961973,0.0002572444,0.0000278409,0.00008978149,0.01171703,0.001190483,0.0007662947,0.0001184588,0.02351472,0.00006527209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9574065,0.0004316621,0.004811603,0.002319525,0.00009564918,0.00877728,0.01186048,0.0001195447,0.01417763],"genre_scores_gemma":[0.9508855,0.001002557,0.02512295,0.001463433,0.00002901372,0.008782355,0.006647901,0.00004195316,0.006024289],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06952554,"threshold_uncertainty_score":0.1660686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547440351017787,"score_gpt":0.433839498241643,"score_spread":0.2790954631398643,"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."}}