{"id":"W2944385128","doi":"10.1097/acm.0000000000002383","title":"Incentivizing Medical Teachers: Exploring the Role of Incentives in Influencing Motivations","year":2018,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; CLARITY; Psychology; Incentive program; Burnout; Variety (cybernetics); Public relations; Unintended consequences; Social psychology; Political science; Economics; Computer science; Clinical psychology","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":[0.04898694,0.0004668621,0.001289439,0.006464197,0.00178508,0.009139177,0.001472912,0.00224386,0.004761182],"category_scores_gemma":[0.2057113,0.0004903486,0.002692591,0.006618204,0.002677032,0.007971639,0.003756113,0.002318385,0.0002473279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006515224,"about_ca_system_score_gemma":0.01581253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567655,"about_ca_topic_score_gemma":0.006831085,"domain_scores_codex":[0.9721183,0.02131883,0.002567501,0.001152303,0.001911086,0.0009320065],"domain_scores_gemma":[0.6019657,0.3739871,0.01367238,0.001845666,0.0070641,0.00146506],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002396894,0.001004926,0.1357615,0.1036809,0.004287265,0.0008434416,0.08879465,0.001806572,0.0007500631,0.1893696,0.005329404,0.4659747],"study_design_scores_gemma":[0.001289873,0.002434345,0.2306078,0.2642293,0.01657686,0.0008552639,0.1306553,0.008114348,0.003717381,0.2161668,0.1249415,0.000411202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5993468,0.2535478,0.0300099,0.04463595,0.001772324,0.003888362,0.001570533,0.00008429692,0.06514404],"genre_scores_gemma":[0.9383413,0.04145141,0.01345367,0.003085266,0.0001893286,0.001984929,0.000202507,0.0000333902,0.00125812],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9510131,"threshold_uncertainty_score":0.2590708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144856240708465,"score_gpt":0.4236405879118664,"score_spread":0.30915496384102,"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."}}