{"id":"W2053518889","doi":"10.3109/0142159x.2014.970623","title":"Continuing professional development in HIV chronic disease management for primary care providers","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; St. Paul's Hospital; Health Canada; AIDS Vancouver","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Primary care; Professional development; Continuing education; Human immunodeficiency virus (HIV); Nursing; Chronic disease; Family medicine; Continuing professional development; Continuing medical education; Disease management; MEDLINE; Nurse practitioners; Disease; Medical education; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001046465,0.0001403985,0.0001881878,0.0001057336,0.0003111075,0.000007374719,0.0001909046,0.0001754877,0.001961743],"category_scores_gemma":[0.0003861431,0.0001108705,0.00003904616,0.0001335093,0.00004180102,0.00008558226,0.0001172159,0.0005053947,0.0002027704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008531794,"about_ca_system_score_gemma":0.002475441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006317579,"about_ca_topic_score_gemma":0.0001411512,"domain_scores_codex":[0.9977516,0.0004374245,0.0005239602,0.0003080489,0.0005655416,0.0004134025],"domain_scores_gemma":[0.9991478,0.0001305972,0.0001197349,0.0001750057,0.0001438401,0.000283001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001455049,0.001169895,0.2635024,0.009026827,0.00007782065,0.00001581223,0.05634363,0.00001271328,0.00004053891,0.03540182,0.1939059,0.4390476],"study_design_scores_gemma":[0.002776119,0.0000276023,0.1346495,0.0033139,0.00001474113,1.155562e-7,0.007023957,0.001672254,0.000004560798,0.0003348893,0.8499624,0.0002199201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868181,0.0007582327,0.009877473,0.02773027,0.008494531,0.006972059,0.000009657505,0.0002520176,0.05908771],"genre_scores_gemma":[0.8572612,0.000007475162,0.00172625,0.003654319,0.0008395896,0.004396542,0.0004946572,0.00003686242,0.1315832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6560565,"threshold_uncertainty_score":0.9989506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726456041574561,"score_gpt":0.3904377627120871,"score_spread":0.3731732022963415,"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."}}