{"id":"W2223492615","doi":"10.1093/cid/civ736","title":"Diffusion of Newer HIV Prevention Innovations: Variable Practices of Frontline Infectious Diseases Physicians","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Center for AIDS Research, University of Washington; Centers for Disease Control and Prevention; Harvard University Center for AIDS Research; National Institutes of Health; Harvard University; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Psychological intervention; Guideline; Family medicine; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Public health; MEDLINE; Nursing; Men who have sex with men; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007011274,0.0001577821,0.0002185948,0.001072297,0.001063394,0.002397243,0.0009406552,0.001360688,0.003996824],"category_scores_gemma":[0.03791964,0.000285276,0.0002403166,0.001228565,0.0006601891,0.001775227,0.001346389,0.001115982,0.0005010699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885173,"about_ca_system_score_gemma":0.002472453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139678,"about_ca_topic_score_gemma":0.01434552,"domain_scores_codex":[0.9937629,0.002572812,0.00054766,0.0009635112,0.001488036,0.0006650669],"domain_scores_gemma":[0.958191,0.01778901,0.01247965,0.001474573,0.004245743,0.005819974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001351449,0.0002112928,0.911676,0.0002698727,0.00005913261,0.0002002496,0.01073577,0.0001006855,0.0006974437,0.0005044146,0.003323407,0.07208653],"study_design_scores_gemma":[0.00004709298,0.0002462303,0.9683629,0.0007419923,0.00004729894,0.0005818966,0.01983226,0.000678407,0.0003180115,0.0004238627,0.008695452,0.00002454052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777409,0.004083691,0.001009594,0.009341045,0.00007945269,0.00009879404,0.0004793503,0.00004101119,0.007126136],"genre_scores_gemma":[0.9948025,0.001396711,0.001078088,0.001959325,0.00006838135,0.00003274209,0.0001560312,0.00001124934,0.0004948932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139678,"threshold_uncertainty_score":0.03707963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06966098186127408,"score_gpt":0.4376428738601721,"score_spread":0.367981891998898,"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."}}