{"id":"W3133600140","doi":"10.1007/s11904-021-00551-4","title":"Implementing Implementation Research: Teaching Implementation Research to HIV Researchers","year":2021,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Nursing Research; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mentorship; Grant writing; Medical education; Workforce; Workforce development; Implementation research; Human immunodeficiency virus (HIV); Medicine; Framing (construction); Professional development; Psychology; Psychological intervention; Nursing; Political science; Family medicine; Library science; Computer science; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1076829,0.0021861,0.003269938,0.01142304,0.001656897,0.00695899,0.003546387,0.007073682,0.006208799],"category_scores_gemma":[0.1558986,0.001494597,0.002160916,0.01100814,0.00572692,0.008800529,0.005444243,0.01347287,0.002765317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008331861,"about_ca_system_score_gemma":0.06008106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792048,"about_ca_topic_score_gemma":0.02086086,"domain_scores_codex":[0.927137,0.05040274,0.005944159,0.001724061,0.01324586,0.001546217],"domain_scores_gemma":[0.7562571,0.195209,0.009718308,0.005910104,0.02741376,0.005491806],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004133541,0.0001350288,0.0002780261,0.05192522,0.0002055231,0.00003437228,0.0005319075,0.0001158046,0.0001316846,0.007575244,0.07182331,0.8672026],"study_design_scores_gemma":[0.0002381115,0.0001802065,0.002421824,0.2785745,0.0007749368,0.0002492474,0.001125521,0.0001603185,0.0003284548,0.01714478,0.6987334,0.00006878572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001171726,0.958504,0.002608347,0.03189004,0.003683339,0.0002193346,0.00004157304,0.00008280939,0.002853424],"genre_scores_gemma":[0.002535403,0.9650902,0.01238162,0.01589847,0.002252256,0.0006359803,0.00008581216,0.00005037473,0.001069946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8923171,"threshold_uncertainty_score":0.5694884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9147894247533079,"score_gpt":0.812702258732942,"score_spread":0.1020871660203659,"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."}}