{"id":"W7161959644","doi":"10.82308/47671","title":"Investigation of injection cessation in a cohort of injection drug users in Montreal","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Harm reduction; Addiction; Psychological intervention; Injection drug use; Logistic regression; Drug","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004246182,0.000287195,0.0002021971,0.0009401499,0.001183788,0.0006521853,0.000596299,0.0003446512,0.002182242],"category_scores_gemma":[0.001375112,0.0003616419,0.0002561246,0.001106482,0.0003161091,0.0003066664,0.0004737949,0.0004815308,0.0003029855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888154,"about_ca_system_score_gemma":0.002212904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.768965,"about_ca_topic_score_gemma":0.7518433,"domain_scores_codex":[0.9997668,0.00003540789,0.000007767689,0.00003511536,0.00006296045,0.00009199755],"domain_scores_gemma":[0.9994506,0.00004108721,0.0001580619,0.00002781415,0.0001382788,0.0001840662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005145402,0.00004371425,0.9976992,0.000005012381,0.00001542006,0.00006489842,0.0002255303,0.00001351785,0.0001645913,0.00001396636,0.0002215443,0.001481177],"study_design_scores_gemma":[0.000005636929,0.00005300151,0.9993669,0.000002804432,0.000007204964,0.00004127195,0.0001783869,0.00007672486,0.00001981262,0.000003991809,0.0002420984,0.000002167312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986749,0.0001345133,0.00003947972,0.00008269338,0.000002943908,0.00003528513,0.0006192994,0.000003353534,0.0004074717],"genre_scores_gemma":[0.998323,0.0001833292,0.00007414873,0.00005269046,0.000007099021,0.00002295488,0.0004953924,0.000001775134,0.0008395368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.231035,"threshold_uncertainty_score":0.4647912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235709349488194,"score_gpt":0.3104611347234358,"score_spread":0.2868901997746164,"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."}}