{"id":"W2889946053","doi":"10.2196/11113","title":"Applying National Estimates of Adults With Indications for Pre-Exposure Prophylaxis to Populations of Men Who Have Sex With Men and People Who Inject Drugs in Colorado: Modeling Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Men who have sex with men; Environmental health; Demography; Human immunodeficiency virus (HIV); Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002573056,0.0005065099,0.0006313171,0.001335014,0.0008990056,0.001147422,0.001722829,0.0008240808,0.002682279],"category_scores_gemma":[0.006405135,0.0005975842,0.001640912,0.001958478,0.0002990222,0.0009674007,0.0008525898,0.0009603127,0.0004168508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00628228,"about_ca_system_score_gemma":0.004685889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6188044,"about_ca_topic_score_gemma":0.5590059,"domain_scores_codex":[0.998982,0.0004593967,0.00005099551,0.0002622691,0.00008571555,0.0001595715],"domain_scores_gemma":[0.9969703,0.001406118,0.0003424857,0.0001735074,0.0009382013,0.0001693198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001873565,0.0003862261,0.6601913,0.0003260163,0.0009520339,0.000528821,0.001348986,0.304795,0.000282731,0.004978582,0.01201356,0.01400936],"study_design_scores_gemma":[0.0001282281,0.0001747878,0.2187483,0.0003653732,0.0006866549,0.0003266208,0.003634528,0.7614055,0.0003560818,0.00327775,0.010811,0.00008517427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555037,0.001222823,0.01151489,0.001854334,0.00004912595,0.0004957217,0.01972686,0.0001243934,0.009508167],"genre_scores_gemma":[0.9750686,0.001023168,0.0105956,0.0002669605,0.00002552168,0.000456021,0.009967913,0.00003877345,0.00255731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6188044,"threshold_uncertainty_score":0.7668811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769419987158648,"score_gpt":0.3658010756399258,"score_spread":0.3281068757683393,"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."}}