{"id":"W4399787940","doi":"10.1186/s12981-024-00632-5","title":"Patient-reported outcomes and experiences of migrants enrolled in a multidisciplinary HIV clinic with rapid, free, and onsite treatment dispensation: the ‘ASAP’ study","year":2024,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research; Gilead Sciences","keywords":"Medicine; Family medicine; Clinical psychology; Empathy; Social support; Serodiscordant; Human immunodeficiency virus (HIV); Psychiatry; Viral load; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008973281,0.0001363343,0.0003280829,0.0003631327,0.0001880656,0.0000799238,0.00007265361,0.00003671939,0.0001786209],"category_scores_gemma":[0.0001402312,0.00006383497,0.00005624878,0.0004768595,0.000567087,0.0001269792,0.00008961737,0.0002259109,0.000002598475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000227864,"about_ca_system_score_gemma":0.0001105643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005184627,"about_ca_topic_score_gemma":0.000475801,"domain_scores_codex":[0.998158,0.000358901,0.0003385667,0.000344902,0.0005146185,0.0002850591],"domain_scores_gemma":[0.998683,0.0006763923,0.00003365684,0.0003314671,0.0001156877,0.0001598222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00300025,0.001795589,0.7564564,0.00005623247,0.0006670463,0.0002953846,0.08319997,5.474376e-8,0.0004264357,0.00003175032,0.0003528611,0.153718],"study_design_scores_gemma":[0.01507478,0.09147838,0.7015513,0.0004856823,0.0000400427,0.00006957053,0.1888193,0.0006306202,0.0007120837,0.0003982059,0.000582571,0.0001575281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864928,0.01029023,0.000004967284,0.001085352,0.00001277576,0.001700514,0.00001279272,0.00001392055,0.0003866105],"genre_scores_gemma":[0.9913067,0.004854737,0.00006619322,0.000009049755,0.0000171347,0.0004422841,0.000007805774,0.00001265207,0.003283497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535605,"threshold_uncertainty_score":0.2603115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08113233413087798,"score_gpt":0.4294444788813781,"score_spread":0.3483121447505001,"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."}}