{"id":"W1207690538","doi":"","title":"Does Targeted Training Improve Residents' Teaching Skills?.","year":2015,"lang":"en","type":"article","venue":"The journal of faculty development","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine; Variety (cybernetics); Psychology","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":[0.001381335,0.0001379211,0.0001950847,0.0001660293,0.0002391853,0.0004653107,0.0003513271,0.0006890456,0.004180775],"category_scores_gemma":[0.007617806,0.00008990282,0.0002692085,0.0001674431,0.0002817325,0.0005341066,0.0004980032,0.0003954856,0.0008843518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512028,"about_ca_system_score_gemma":0.001369702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310138,"about_ca_topic_score_gemma":0.01511361,"domain_scores_codex":[0.999102,0.0003623264,0.0000413711,0.0001016536,0.0002535498,0.0001392112],"domain_scores_gemma":[0.9979051,0.0005919588,0.0006630787,0.0001075577,0.0003147253,0.0004175254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008255163,0.003650978,0.1296673,0.001385409,0.0002461749,0.0002006937,0.001660202,0.0003733692,0.002702776,0.0003393246,0.01467322,0.8442751],"study_design_scores_gemma":[0.0004292257,0.008257922,0.9676609,0.001097935,0.0002943802,0.0006105512,0.002381099,0.0006641992,0.00292286,0.0005800558,0.01506881,0.00003194002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650018,0.004648446,0.0008416135,0.01410094,0.0006735596,0.000192311,0.000271408,0.0001004121,0.01416954],"genre_scores_gemma":[0.9903188,0.001921227,0.001753137,0.002998957,0.0001840392,0.00008464595,0.00008865432,0.000007299001,0.002643213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004180775,"threshold_uncertainty_score":0.01398611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364492429247592,"score_gpt":0.338179175025842,"score_spread":0.3045342507333662,"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."}}