{"id":"W4317831306","doi":"10.1186/s12889-022-14939-3","title":"Evaluating HIV Rapid/Point of Care Testing among Risk Factor Groups in Ontario, 2011 to 2018","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; Public Health Ontario; Toronto Public Health","funders":"","keywords":"Medicine; Biostatistics; Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Public health; Hiv test; Epidemiology; Internal medicine; Environmental health; Family medicine; Population; Syphilis; Pathology; Health services","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474188,0.0003468675,0.0002739893,0.001030784,0.001127423,0.0007419201,0.001257544,0.0002504531,0.001059194],"category_scores_gemma":[0.004774819,0.0003427321,0.0004086884,0.001996567,0.0005590972,0.0005152765,0.0008477221,0.0003776286,0.0001515476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03222066,"about_ca_system_score_gemma":0.02674507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819624,"about_ca_topic_score_gemma":0.9859428,"domain_scores_codex":[0.9981336,0.0001271854,0.00009690095,0.0001455066,0.001100923,0.0003960028],"domain_scores_gemma":[0.9956008,0.0001773696,0.00123377,0.00006600895,0.002308411,0.0006136102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163203,0.00003244471,0.9901967,0.0001331279,0.00004117963,0.00008370208,0.0007418263,0.0003007611,0.0001897105,0.00006150551,0.001957235,0.006145536],"study_design_scores_gemma":[0.000006483433,0.00004376704,0.9978149,0.0000283128,0.00001401082,0.00003149642,0.0004345895,0.0002527814,0.00008414085,0.00000825229,0.001277925,0.000003356153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780973,0.00142924,0.0003850818,0.00100887,0.00003301312,0.000307211,0.01172109,0.00004590006,0.006972375],"genre_scores_gemma":[0.9942108,0.0006128937,0.0004123812,0.0001934306,0.00001671555,0.00008059861,0.00319903,0.000007391217,0.001266789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03222066,"threshold_uncertainty_score":0.2337784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20063986613997,"score_gpt":0.4264082637909864,"score_spread":0.2257683976510164,"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."}}