{"id":"W1961650521","doi":"10.1111/tct.12296","title":"Peer‐assisted bedside teaching rounds","year":2015,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; McMaster University","funders":"","keywords":"Medical education; Session (web analytics); Medicine; Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009870707,0.0001169255,0.0002733761,0.00005027143,0.0001220232,0.00002844893,0.0002306005,0.0001992421,0.0002496213],"category_scores_gemma":[0.02837165,0.00007099161,0.0001189915,0.0002312027,0.0002832111,0.00006950541,0.00007605259,0.00157607,0.000498505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436166,"about_ca_system_score_gemma":0.0002866194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004619275,"about_ca_topic_score_gemma":0.00000290936,"domain_scores_codex":[0.9978058,0.0003821354,0.0006624276,0.000232724,0.0006883011,0.0002285935],"domain_scores_gemma":[0.9983449,0.0002404963,0.0001418225,0.0006985463,0.0004028741,0.0001713613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009413442,0.0007555528,0.05379952,0.000007836721,0.00008137291,0.000007013529,0.001250006,0.000001059671,0.00001766141,0.002629241,0.725823,0.2155336],"study_design_scores_gemma":[0.001969968,0.0003299247,0.1282888,0.00006204761,0.000188227,0.00008365071,0.002478159,0.0013808,0.000008307989,0.00312856,0.8619255,0.0001561022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654244,0.00007022618,0.0008898125,0.1396423,0.0015284,0.0002701741,4.341282e-7,0.0001838333,0.09199046],"genre_scores_gemma":[0.8883424,0.000002822831,0.005947767,0.008228602,0.002547533,0.00002313238,0.00003707199,0.00002799798,0.09484264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153774,"threshold_uncertainty_score":0.9798128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.235773965478664,"score_gpt":0.5027138016572142,"score_spread":0.2669398361785502,"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."}}