{"id":"W4206931751","doi":"10.1007/s10461-022-03585-w","title":"Utility and Impact of the Implementation of Same-Day, Self-administered Electronic Patient-Reported Outcomes Assessments in Routine HIV Care in two North American Clinics","year":2022,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; St. Michael's Hospital","funders":"National Institute of Allergy and Infectious Diseases; ViiV Healthcare","keywords":"Medicine; Health psychology; Family medicine; Chart; Public health; Suicidal ideation; Human immunodeficiency virus (HIV); Outpatient clinic; Medical emergency; Nursing; Poison control; Suicide prevention","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":[0.0002530153,0.00008726489,0.000290865,0.0001315122,0.00004596672,0.000005550988,0.00005871695,0.00001026664,0.0001126891],"category_scores_gemma":[0.00003771321,0.00006203868,0.0001209421,0.0003640472,0.00006549489,0.00004678974,0.0001246872,0.0002190804,7.672045e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377142,"about_ca_system_score_gemma":0.0002611089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005506534,"about_ca_topic_score_gemma":0.01143892,"domain_scores_codex":[0.9986693,0.0001995484,0.0005091646,0.0001656467,0.0002496773,0.0002067026],"domain_scores_gemma":[0.9994052,0.00003715191,0.0002253759,0.0001951007,0.00007941156,0.0000577713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008038494,0.0005822165,0.9226899,0.00002354947,0.00004320364,0.000005725747,0.000888503,2.519356e-7,0.000182735,0.000003047568,0.00001533187,0.07548517],"study_design_scores_gemma":[0.002303354,0.006801155,0.9842337,0.00001367523,0.0001279963,0.000005949358,0.006207209,0.00004637987,0.000187692,0.000003117291,0.00002121948,0.00004849125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989857,0.0000719269,0.000002031201,0.00004675362,0.00001137018,0.0006115375,0.0002431994,0.000004813262,0.00002265751],"genre_scores_gemma":[0.9996452,0.00003269675,0.00006005048,0.00001674658,0.000002508216,0.00007499086,0.0001057193,0.000007252192,0.00005482902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07543668,"threshold_uncertainty_score":0.8324268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624497010316346,"score_gpt":0.4422291252756176,"score_spread":0.4159841551724542,"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."}}