{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02507677,0.0005028215,0.0005155723,0.0009566876,0.000723568,0.001612447,0.0009208781,0.0008263178,0.0008704085],"category_scores_gemma":[0.06656957,0.0006093325,0.0004960376,0.0007792464,0.0006989604,0.001230299,0.001572801,0.001147534,0.000242177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733107,"about_ca_system_score_gemma":0.003051697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006286338,"about_ca_topic_score_gemma":0.01117613,"domain_scores_codex":[0.9614958,0.03017103,0.001414701,0.002178901,0.003630545,0.001109058],"domain_scores_gemma":[0.9159036,0.0508579,0.01344164,0.006237751,0.007876133,0.005682954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01040182,0.01442676,0.7437993,0.0002532009,0.0003498789,0.0003030405,0.005592332,0.001878215,0.001858077,0.0001212176,0.00130019,0.2197159],"study_design_scores_gemma":[0.001032131,0.02259037,0.963537,0.00009269115,0.0001873815,0.0001889578,0.002457801,0.006771858,0.001970578,0.00007347691,0.001010924,0.00008681268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984165,0.00005188011,0.0003136365,0.0001275144,0.00001261776,0.0003397269,0.0001396658,0.00004126787,0.0005571022],"genre_scores_gemma":[0.9972118,0.00004884536,0.001975177,0.00007791426,0.00001941345,0.0003438549,0.0001595889,0.000006850953,0.0001566548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02507677,"threshold_uncertainty_score":0.1326203,"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."}}