{"id":"W3163186267","doi":"10.1111/hiv.13121","title":"Economic impact on direct healthcare costs of missing opportunities for diagnosing HIV within healthcare settings","year":2021,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Health care; HIV diagnosis; Demography; Family medicine; Antiretroviral therapy; Viral load","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":[0.001983899,0.0003473609,0.0003369722,0.001275033,0.0006593626,0.002082804,0.0007868842,0.0005657896,0.005887021],"category_scores_gemma":[0.01490489,0.0002285661,0.0009946645,0.001939052,0.0006596907,0.0006559466,0.001533617,0.0009946802,0.0002851882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01362953,"about_ca_system_score_gemma":0.006347114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2181781,"about_ca_topic_score_gemma":0.2752203,"domain_scores_codex":[0.9968634,0.001201614,0.0001846564,0.0001247966,0.0007625771,0.0008629818],"domain_scores_gemma":[0.991895,0.002587845,0.002467553,0.0001609111,0.001320943,0.001567858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001192967,0.0002718354,0.9074606,0.0004955892,0.0009061517,0.0007795608,0.0002734672,0.01210963,0.0001584498,0.003602829,0.01212351,0.06062537],"study_design_scores_gemma":[0.00007706455,0.0003466874,0.975048,0.0007994594,0.0004536433,0.001548593,0.001611465,0.009334019,0.0001484598,0.00175496,0.008823739,0.00005394785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430352,0.009609288,0.0007062362,0.007718195,0.0002038182,0.0001427812,0.0128176,0.00002283636,0.02574412],"genre_scores_gemma":[0.9952725,0.001637999,0.0003558762,0.0002225231,0.00005365928,0.00002278078,0.001931537,0.000004982102,0.0004983466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181781,"threshold_uncertainty_score":0.4338163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09663096650953011,"score_gpt":0.4115462410064852,"score_spread":0.3149152744969551,"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."}}