{"id":"W6961081954","doi":"10.14288/1.0357437","title":"Injection drug use and HIV antiretroviral therapy discontinuation in a Canadian setting","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Discontinuation; Drug; Antiretroviral therapy; Injection drug use; Cohort; Human immunodeficiency virus (HIV); Drug injection; Cohort study; Proportional hazards model","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":[0.001142364,0.0005351525,0.0008191965,0.00202206,0.01020712,0.003361279,0.002557402,0.001684889,0.007691956],"category_scores_gemma":[0.00621176,0.0007742753,0.00176446,0.007405804,0.001308166,0.001126931,0.001999304,0.003858742,0.0003327476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06289713,"about_ca_system_score_gemma":0.09709615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968811,"about_ca_topic_score_gemma":0.9983729,"domain_scores_codex":[0.997147,0.0003219204,0.0001550001,0.0002038568,0.0006047572,0.001567375],"domain_scores_gemma":[0.9919114,0.0006011924,0.001725017,0.0001553804,0.002257387,0.003349757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002737241,0.0003618376,0.9876755,0.00007833845,0.00009131934,0.000481882,0.001936389,0.0001400029,0.00005637434,0.0003378157,0.003476395,0.005090371],"study_design_scores_gemma":[0.00005774281,0.0001034888,0.9872186,0.0001704957,0.0001053744,0.0003440983,0.009498479,0.0004058843,0.00003261249,0.00009151504,0.001911384,0.00006029752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848064,0.00216673,0.00005518627,0.002710378,0.00006354119,0.000110585,0.003134162,0.00001290097,0.006940227],"genre_scores_gemma":[0.9949335,0.001845336,0.0001443994,0.0006462148,0.00004903269,0.00002549969,0.0008282443,0.000008840175,0.001518827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06289713,"threshold_uncertainty_score":0.4563528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913488785428724,"score_gpt":0.3453457581309824,"score_spread":0.2962108702766952,"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."}}