{"id":"W2020633839","doi":"10.1080/09540121.2013.775398","title":"Information, motivation, and behavioral skills for early pre-ART engagement in HIV care among patients entering clinical care in KwaZulu-Natal, South Africa","year":2013,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute of Mental Health; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Health care; Human immunodeficiency virus (HIV); Antiretroviral therapy; Art therapy; Interview; Clinical psychology; Family medicine; Psychology; Viral load; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623252,0.0001547198,0.0002680063,0.0003626881,0.00009064178,0.00008626898,0.000115305,0.0001167548,0.00009114597],"category_scores_gemma":[0.0005250534,0.000143764,0.0001315114,0.0002115045,0.00007128193,0.0007589294,0.0001337126,0.0003209229,0.0000518623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019158,"about_ca_system_score_gemma":0.00006126938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088414,"about_ca_topic_score_gemma":0.0002337379,"domain_scores_codex":[0.998373,0.0001042561,0.0006639589,0.0002128564,0.0003000229,0.0003458724],"domain_scores_gemma":[0.9986624,0.00006591281,0.00009428107,0.0002433096,0.0007494881,0.0001846539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004084363,0.0001099252,0.8838187,0.0003131448,0.00001379561,0.00000142475,0.0798329,0.000001764363,0.000003213009,0.000005863125,0.002453764,0.03340468],"study_design_scores_gemma":[0.003741611,0.003108811,0.9247848,0.0005460049,0.00002641058,2.399995e-7,0.06335992,0.00004478099,0.00007259922,0.000005077224,0.004176571,0.0001331177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964101,0.0001526539,0.0002230359,0.00003018043,0.00006333424,0.002037086,0.0002745485,0.0000289205,0.0007801026],"genre_scores_gemma":[0.9966426,0.00001477472,0.0006698815,0.00003510781,0.00003739215,0.0005903723,0.001451559,0.00001787031,0.0005404068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04096617,"threshold_uncertainty_score":0.5862526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552782441143314,"score_gpt":0.3362756368140752,"score_spread":0.310747812402642,"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."}}