{"id":"W2621299088","doi":"10.1097/qad.0000000000001497","title":"Evaluation of non-sexual, non-needlestick, non-occupational HIV post-exposure prophylaxis cases","year":2017,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Post-exposure prophylaxis; Sexual health clinic; Cohort; Regimen; Cohort study; Family medicine; Emergency department; Human immunodeficiency virus (HIV); Emergency medicine; Pediatrics; Men who have sex with men; Surgery; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00123578,0.0001424752,0.0002731656,0.0002258371,0.0002709512,0.00005568963,0.000240747,0.0001051298,0.001124366],"category_scores_gemma":[0.004425428,0.0001187666,0.0001522544,0.0001214436,0.0002150504,0.0002753465,0.00009694367,0.0002133742,0.0003166487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009295285,"about_ca_system_score_gemma":0.000703863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008189491,"about_ca_topic_score_gemma":0.00009197744,"domain_scores_codex":[0.997778,0.00008328108,0.0003595117,0.0002596748,0.001257493,0.0002620462],"domain_scores_gemma":[0.9967021,0.000101211,0.0001829336,0.0007551422,0.002072081,0.0001864869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007238999,0.00175447,0.5005637,0.000671779,0.0006152053,0.0001013293,0.0009906358,0.00002849941,0.1417145,0.0001131928,0.07190401,0.2808187],"study_design_scores_gemma":[0.003286849,0.01795322,0.9570522,0.0003866878,0.000340274,0.00005963833,0.0004709103,0.01003393,0.009690802,0.00007933179,0.0004698357,0.000176298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983507,0.0001209278,0.0009295758,0.0002923319,0.00009918533,0.0007970544,0.0001650925,0.00001403959,0.01407473],"genre_scores_gemma":[0.9884785,0.00001122738,0.001230404,0.00003180159,0.0002635647,0.0001134575,0.0002147846,0.0000204679,0.009635776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4564885,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955197590677417,"score_gpt":0.4049099061177605,"score_spread":0.3353579302109863,"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."}}