{"id":"W2968381348","doi":"10.1097/jxx.0000000000000274","title":"Avoiding missed opportunities to screen for HIV","year":2019,"lang":"en","type":"article","venue":"Journal of the American Association of Nurse Practitioners","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ontario HIV Treatment Network","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Epidemiology; Transmission (telecommunications); HIV diagnosis; Family medicine; Intensive care medicine; Antiretroviral therapy; Pathology; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286161,0.00006211669,0.000282976,0.0002192097,0.00008670791,0.00001988569,0.0001268856,0.00002290508,0.0001885331],"category_scores_gemma":[0.00369751,0.00004563593,0.0003441442,0.00019604,0.00004162429,0.0002235584,0.00001266522,0.0002734776,0.00003320315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986419,"about_ca_system_score_gemma":0.0002605265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000280634,"about_ca_topic_score_gemma":0.000002578675,"domain_scores_codex":[0.9986735,0.000216737,0.0003832948,0.00006263451,0.0005156948,0.0001481684],"domain_scores_gemma":[0.996879,0.0004811623,0.001557185,0.0001208128,0.0008306127,0.000131215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001211821,0.0003965346,0.02287688,0.00005520112,0.0007625923,0.000003700775,0.0008830149,0.0001087228,0.05699721,0.0005214213,0.9064983,0.009684684],"study_design_scores_gemma":[0.006520797,0.01236521,0.09481139,0.001805157,0.000845678,0.0001908826,0.06188923,0.001230375,0.01941084,0.0003990789,0.8001807,0.0003506092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7853799,0.00003445819,0.002730688,0.1952979,0.000244315,0.0006090552,0.0001050687,0.0000110692,0.01558746],"genre_scores_gemma":[0.9105086,0.00007105336,0.002580709,0.001578958,0.0001910304,0.000007391921,0.00001143269,0.00001672372,0.08503415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.193719,"threshold_uncertainty_score":0.4426532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330899791256679,"score_gpt":0.3615552232004705,"score_spread":0.3182462252879037,"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."}}