{"id":"W4229545616","doi":"10.1111/j.1553-2712.2006.tb00331.x","title":"Improving Communication Skills: Feedback from Faculty and Residents","year":2006,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"CLARITY; Medicine; Peer feedback; Coding (social sciences); Curriculum; Medical education; Inter-rater reliability; Point (geometry); Communication skills; Content analysis; Focus group; Psychology; Pedagogy; Rating scale","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000910671,0.00009038821,0.0001271865,0.0000460061,0.0004316229,0.000002308702,0.0002758211,0.0001500108,0.001524332],"category_scores_gemma":[0.000930194,0.00007968371,0.00001702835,0.0002180541,0.0002745064,0.0001472527,0.00005684968,0.0003173974,0.00004510433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007071553,"about_ca_system_score_gemma":0.00006490457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03039609,"about_ca_topic_score_gemma":0.001013387,"domain_scores_codex":[0.998558,0.0001441218,0.0004636953,0.0001977021,0.0004144555,0.0002219823],"domain_scores_gemma":[0.999371,0.0001329411,0.0001223475,0.000151841,0.0001017294,0.0001201337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008300842,0.00009656535,0.6007299,0.00003123441,0.00002774356,8.62411e-7,0.05979404,6.650162e-7,0.00182826,0.1065285,0.2168049,0.01414909],"study_design_scores_gemma":[0.0004259858,0.00001523687,0.6698111,0.0001998501,0.00004444255,3.575463e-7,0.01085609,0.00001544978,0.0001206957,0.17576,0.1425182,0.0002325725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097881,0.007317675,0.0002392756,0.03678536,0.001266962,0.0002235105,0.000005840938,0.0001261533,0.04424707],"genre_scores_gemma":[0.9797397,0.008399374,0.00113259,0.0006004163,0.0008964032,0.00001642374,0.0001047244,0.00001015638,0.009100217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07428671,"threshold_uncertainty_score":0.9993884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042626624573498,"score_gpt":0.3837253554684192,"score_spread":0.3432990892226842,"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."}}