{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1068639,0.001229945,0.001317917,0.002672266,0.002383082,0.003334277,0.002014252,0.00162389,0.005494366],"category_scores_gemma":[0.09059109,0.0007375066,0.001821895,0.002208018,0.002241508,0.003445102,0.006298097,0.001356183,0.0004505264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002889,"about_ca_system_score_gemma":0.02819537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031069,"about_ca_topic_score_gemma":0.009021925,"domain_scores_codex":[0.9262815,0.05937201,0.004567195,0.001746443,0.006054271,0.001978523],"domain_scores_gemma":[0.9512998,0.03369398,0.003894695,0.003515502,0.005085185,0.002510826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006564962,0.03177646,0.04300809,0.01026737,0.0006363085,0.0002476392,0.0433404,0.00373922,0.001408095,0.003811114,0.003099068,0.8521013],"study_design_scores_gemma":[0.08170782,0.2958781,0.3206871,0.03590441,0.01053926,0.001103106,0.08920272,0.04164446,0.0304344,0.01491853,0.07685303,0.001126981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828034,0.001940215,0.02006472,0.002442708,0.0001103621,0.132475,0.001153537,0.0004843936,0.01329509],"genre_scores_gemma":[0.7904279,0.001749517,0.09913305,0.0004432726,0.00004282229,0.1066885,0.0004003262,0.00005742773,0.001057311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068639,"threshold_uncertainty_score":0.5651571,"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."}}