{"id":"W4416667947","doi":"10.1186/s12954-025-01341-6","title":"The role of impulsivity in injection-related risk behaviours among people who inject drugs in Montreal, Canada","year":2025,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep Edouard Montpetit; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Impulsivity; Public health; Health psychology; Psychological intervention; Human immunodeficiency virus (HIV); Consumption (sociology); Public health interventions","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009454043,0.000170888,0.0003906407,0.0004580254,0.0002614946,0.00003639879,0.000146564,0.000122292,0.0000516642],"category_scores_gemma":[0.0003782394,0.0001373389,0.00008878844,0.001186173,0.0001022751,0.0001763329,0.00003743564,0.001346296,0.000001709678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096045,"about_ca_system_score_gemma":0.001243382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.759261,"about_ca_topic_score_gemma":0.6706294,"domain_scores_codex":[0.9979222,0.0003279333,0.0007610059,0.0002243191,0.0004137118,0.0003507812],"domain_scores_gemma":[0.9988655,0.0001187193,0.0003946398,0.0002585413,0.0002124185,0.0001501659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003222683,0.0002344928,0.8894246,0.00001511707,0.0001049449,0.00002370778,0.02863065,0.002177401,0.0006617617,0.00002025519,0.004679181,0.07370558],"study_design_scores_gemma":[0.001423502,0.0000983768,0.8686152,0.0001995944,0.00008355256,0.0002432944,0.1259644,0.0008978922,0.001669768,0.0005306834,0.0001713894,0.0001023347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995142,0.0005914823,0.000005929003,0.0007706929,0.0009563644,0.0003090675,0.0000131005,0.00001540911,0.002195912],"genre_scores_gemma":[0.9977533,0.0006548283,0.00001262673,0.00001377736,0.000107419,0.00001422322,0.00000677934,0.00001758424,0.00141946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09733374,"threshold_uncertainty_score":0.5849062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006811439235761664,"score_gpt":0.2745913725362731,"score_spread":0.2677799333005114,"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."}}