{"id":"W2564416289","doi":"10.7448/ias.19.1.21185","title":"From policy to action: how to operationalize the treatment for all agenda","year":2016,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Elizabeth Glaser Pediatric AIDS Foundation","keywords":"Operationalization; Medicine; Transformative learning; Action (physics); Human immunodeficiency virus (HIV); Health care; Antiretroviral therapy; Public relations; Economic growth; Viral load; Political science; Family medicine; Psychology","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":[0.09997189,0.003245238,0.004278647,0.005570984,0.0106865,0.03313109,0.009204425,0.0481865,0.02442318],"category_scores_gemma":[0.1218491,0.001868136,0.003223256,0.004307363,0.03339066,0.05617372,0.02179946,0.07480501,0.01123602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02996785,"about_ca_system_score_gemma":0.1435745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02247078,"about_ca_topic_score_gemma":0.01423757,"domain_scores_codex":[0.9146518,0.05500446,0.003236081,0.003226277,0.01546931,0.008412066],"domain_scores_gemma":[0.8781351,0.07060738,0.003737466,0.003928225,0.01868533,0.02490652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007409474,0.000341722,0.000554593,0.00129707,0.00007235543,0.0002117434,0.003110874,0.001503065,0.0002423766,0.5023361,0.4194774,0.07077853],"study_design_scores_gemma":[0.0001024775,0.0001470636,0.0004798555,0.006599429,0.00005145633,0.00008927911,0.00685169,0.001163185,0.0002221093,0.52768,0.4564783,0.0001352253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002339377,0.009101935,0.005021487,0.97377,0.004717937,0.00009912244,0.00009417367,0.00008937501,0.006871985],"genre_scores_gemma":[0.05266179,0.0506803,0.07772961,0.7954379,0.01285109,0.001309427,0.0007878853,0.0004711588,0.008070943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09997189,"threshold_uncertainty_score":0.5287082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08856143037620164,"score_gpt":0.4254681916026389,"score_spread":0.3369067612264373,"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."}}