{"id":"W6886094026","doi":"10.14288/1.0340728","title":"Emergency Department Utilization Among a Cohort of HIV-Positive Injecting Drug Users 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":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Prospective cohort study; Confidence interval; Cohort; Incidence (geometry); Population; Cohort study; Health care","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":[0.0005869085,0.0004811636,0.0004923978,0.001342189,0.003009383,0.001297549,0.001313166,0.0004270868,0.001475173],"category_scores_gemma":[0.001439031,0.0004862172,0.0005815463,0.002641976,0.0005479572,0.0003604295,0.0008212759,0.0008485726,0.0001506207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488909,"about_ca_system_score_gemma":0.01657728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984466,"about_ca_topic_score_gemma":0.9856213,"domain_scores_codex":[0.9993894,0.00003046352,0.00002698931,0.0001003151,0.0002151467,0.0002375903],"domain_scores_gemma":[0.9989935,0.00005427455,0.0002277408,0.00003868314,0.000328935,0.0003569207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004474965,0.0000392417,0.9975219,0.00001730427,0.00002348374,0.0000942519,0.0002481855,0.00005356874,0.0001039377,0.00003613308,0.0004105758,0.001406583],"study_design_scores_gemma":[0.000007881319,0.00003600481,0.9986672,0.00001874521,0.00002089743,0.00009983642,0.0004655434,0.000273476,0.00003178302,0.00001435282,0.0003551309,0.000009088262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959711,0.0003511951,0.00006215982,0.000175537,0.000008403902,0.0000612544,0.002513017,0.000006747394,0.0008504153],"genre_scores_gemma":[0.9978299,0.0004028626,0.0001843061,0.00009661654,0.000007133843,0.0000176737,0.001156627,0.000002462284,0.0003025405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553404,"threshold_uncertainty_score":0.1080284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091769657358067,"score_gpt":0.3545684983020479,"score_spread":0.3136508017284672,"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."}}