{"id":"W2912681574","doi":"10.1056/nejm-jw.na48349","title":"High Rates of Late HIV Diagnosis and Presentation in Ontario, Canada","year":2019,"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; Human immunodeficiency virus (HIV); Presentation (obstetrics); HIV diagnosis; Family medicine; Demography; Antiretroviral therapy; Surgery; Viral load","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":[0.0005380762,0.0002821564,0.0003982004,0.001319835,0.004933175,0.002073543,0.001517121,0.0007071748,0.003185351],"category_scores_gemma":[0.002241221,0.0005096471,0.0005314377,0.003573158,0.0009926783,0.0006323194,0.001275029,0.001431314,0.0002490159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05367262,"about_ca_system_score_gemma":0.08127403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977996,"about_ca_topic_score_gemma":0.9990203,"domain_scores_codex":[0.9985206,0.00008627409,0.00008940663,0.0001123071,0.0004884656,0.0007029633],"domain_scores_gemma":[0.9958826,0.0001510082,0.00102362,0.00005917031,0.00128733,0.001596267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308941,0.0001046625,0.9681702,0.0002065494,0.0000673125,0.0007070329,0.00277723,0.0002118638,0.0004030667,0.0004991125,0.01088413,0.01583799],"study_design_scores_gemma":[0.00001851586,0.00003089376,0.9921558,0.0001291482,0.00002385016,0.000261295,0.003967169,0.0002692358,0.00005606203,0.00007588766,0.002989546,0.00002265471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663,0.00552925,0.0003257625,0.007888657,0.0001575289,0.000183428,0.006674403,0.00007230946,0.01286857],"genre_scores_gemma":[0.9920253,0.002160168,0.0002689597,0.0008954365,0.00003539077,0.00003082766,0.001049757,0.00001581773,0.003518482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05367262,"threshold_uncertainty_score":0.3894238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896886786676801,"score_gpt":0.3095897875108153,"score_spread":0.2906209196440473,"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."}}