{"id":"W2767572986","doi":"10.1080/0142159x.2017.1395402","title":"Incentives for recruiting trainee participants in medical education research","year":2017,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Medical Education and Admissions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Incentive; Medical education; Psychology; Public relations; Medicine; Political science; Economics","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":[0.1271955,0.0008475803,0.001821508,0.005521373,0.0009691862,0.003613945,0.002661595,0.002471766,0.005523284],"category_scores_gemma":[0.2742741,0.000655706,0.0020658,0.005197313,0.002134054,0.004266757,0.003209902,0.001544483,0.0006513936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002713104,"about_ca_system_score_gemma":0.007513602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009600743,"about_ca_topic_score_gemma":0.001727422,"domain_scores_codex":[0.8218742,0.1376998,0.01826218,0.003761034,0.01696499,0.001437819],"domain_scores_gemma":[0.5325767,0.3947157,0.05355177,0.006476625,0.01074181,0.001937405],"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":[0.0009849791,0.0002526487,0.01227768,0.166111,0.00170842,0.0001189294,0.001291184,0.0006798226,0.000426932,0.01276125,0.00799064,0.7953964],"study_design_scores_gemma":[0.002254683,0.002547744,0.05363204,0.579507,0.00702455,0.001691951,0.002742234,0.001610309,0.002872142,0.02698093,0.3188496,0.0002868817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01318797,0.9574517,0.009687928,0.008772908,0.001460303,0.001960813,0.0005007999,0.00009196637,0.006885579],"genre_scores_gemma":[0.2931949,0.6333598,0.05129275,0.007078271,0.00265824,0.009911232,0.0006075816,0.00007095843,0.001826198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8728045,"threshold_uncertainty_score":0.6726823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7355777416854621,"score_gpt":0.681097780572335,"score_spread":0.05447996111312703,"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."}}