{"id":"W2344407577","doi":"10.1056/nejm-jw.na41199","title":"HIV PEP After Occupational vs. Nonoccupational Exposures","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Post-exposure prophylaxis; Human immunodeficiency virus (HIV); Occupational exposure; Emergency department; Sexual assault; Emergency medicine; Family medicine; Psychiatry; Poison control; Injury prevention","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":[0.001275486,0.0001383947,0.0005093383,0.0002847084,0.0004389566,0.0008677102,0.0002664591,0.0004284604,0.005332708],"category_scores_gemma":[0.00584654,0.0001311078,0.0005800013,0.0002846463,0.0002996341,0.0007820645,0.0005166218,0.0007122437,0.0002791029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346102,"about_ca_system_score_gemma":0.0008389757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003966995,"about_ca_topic_score_gemma":0.003906584,"domain_scores_codex":[0.9991971,0.0003089792,0.00006327196,0.00006818071,0.00008586369,0.0002766129],"domain_scores_gemma":[0.9975904,0.00140567,0.000297415,0.0001042081,0.0001209788,0.0004813859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2813475,0.01037814,0.3977022,0.001577426,0.0009426999,0.001110537,0.002077698,0.00115862,0.001660234,0.002056296,0.002559895,0.2974289],"study_design_scores_gemma":[0.005818069,0.1052153,0.869132,0.0009260794,0.0008459607,0.0008225475,0.003107339,0.001911596,0.002403287,0.002100003,0.007652712,0.00006515496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921992,0.002414088,0.00009089158,0.0001509694,0.0001133897,0.000101,0.0002195836,0.000005869272,0.004704887],"genre_scores_gemma":[0.9983445,0.0007317262,0.00005329278,0.00009484251,0.00004321704,0.0000307851,0.0001309625,0.00000137204,0.0005693189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005332708,"threshold_uncertainty_score":0.01783967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329065567657075,"score_gpt":0.342377111754345,"score_spread":0.3190864560777743,"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."}}