{"id":"W4392122225","doi":"10.1177/23259582231226036","title":"Dissemination of the Women-Centred HIV Care Model: A Multimodal Process and Evaluation","year":2024,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Simon Fraser University; McGill University Health Centre; B.C. Women's Hospital & Health Centre; Women's Health In Women's Hands; The Scarborough Hospital; University of British Columbia; St. Michael's Hospital; Centre for Social Innovation; University of Toronto; Ontario HIV Treatment Network; Women's College Hospital","funders":"Canadian Institutes of Health Research; Simon Fraser University; Canada Research Chairs; Women's College Hospital; Styrelsen för Internationellt Utvecklingssamarbete; World Health Organization","keywords":"Medicine; Human immunodeficiency virus (HIV); Process (computing); Antiretroviral therapy; Family medicine; Process management; Nursing; Viral load; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000792562,0.0001053275,0.0002649689,0.0002865934,0.00005335675,0.00004033636,0.0003115024,0.00008673163,0.00006925184],"category_scores_gemma":[0.003966909,0.00006610159,0.0003785299,0.0002714481,0.00008132268,0.0003690794,0.0000769899,0.000283286,5.687936e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209293,"about_ca_system_score_gemma":0.0007167417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101305,"about_ca_topic_score_gemma":0.00002642934,"domain_scores_codex":[0.9969279,0.0001397466,0.0007080865,0.0001232917,0.001969556,0.0001314216],"domain_scores_gemma":[0.9943209,0.0002344026,0.000972155,0.0001365917,0.004274973,0.00006098746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002707461,0.001785084,0.2227395,0.008869329,0.007420491,0.00001007878,0.3010021,0.0182304,0.1735642,0.002580957,0.08762041,0.1734699],"study_design_scores_gemma":[0.01068165,0.005423476,0.06856874,0.02044021,0.002571805,0.0001023647,0.1790786,0.4883104,0.214703,0.007006515,0.002546015,0.0005672732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884475,0.001339978,0.0002802428,0.00740718,0.0003459234,0.0005467386,0.0001962648,0.000007045899,0.001429099],"genre_scores_gemma":[0.9968878,0.00004912945,0.0002949669,0.00002630191,0.00009930746,0.00001504999,0.00001601048,0.00001334798,0.002598067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.47008,"threshold_uncertainty_score":0.4749047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240636236259589,"score_gpt":0.3363365291914905,"score_spread":0.3239301668288946,"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."}}