{"id":"W2158512941","doi":"10.1086/521249","title":"Simple, Effective Interventions Are Key to Improving Adherence in Marginalized Populations","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; AIDS Vancouver","funders":"","keywords":"Medicine; Psychological intervention; Simple (philosophy); Intervention (counseling); Human immunodeficiency virus (HIV); Simplicity; Intensive care medicine; Population; Family medicine; Environmental health; Nursing","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":[0.002980153,0.000852135,0.001078398,0.0004909814,0.00193563,0.001702852,0.001069297,0.01264759,0.009388699],"category_scores_gemma":[0.02225071,0.0002708454,0.0005701758,0.0003968605,0.002093939,0.002546456,0.001332035,0.01483988,0.004580923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347266,"about_ca_system_score_gemma":0.001564468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055502,"about_ca_topic_score_gemma":0.002087856,"domain_scores_codex":[0.9963064,0.001900692,0.00029343,0.000216414,0.0009869953,0.0002960703],"domain_scores_gemma":[0.9904796,0.006706123,0.000729054,0.0002488213,0.0008387388,0.0009975594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002401764,0.0009252589,0.006410343,0.001203452,0.00007859028,0.01073363,0.0005217644,0.0003929595,0.00150039,0.01006971,0.7373362,0.2305875],"study_design_scores_gemma":[0.0006317187,0.00138037,0.01709031,0.003119914,0.0001441717,0.02497458,0.002205919,0.001855501,0.001334743,0.0512208,0.8959286,0.0001133757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00407779,0.01100822,0.002639415,0.9629017,0.00619331,0.000110893,0.00005851622,0.0001019993,0.01290821],"genre_scores_gemma":[0.08802673,0.03778778,0.0131447,0.7527282,0.09375325,0.0005327976,0.0001603182,0.00007611624,0.01379015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01264759,"threshold_uncertainty_score":0.03140831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120795858737108,"score_gpt":0.4728796225492438,"score_spread":0.360800036675533,"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."}}