{"id":"W2087588405","doi":"10.1111/acem.12030","title":"Assessing Interpersonal and Communication Skills in Emergency Medicine","year":2012,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Accreditation; Graduate medical education; Medicine; Session (web analytics); Interpersonal communication; Medical education; Core competency; Set (abstract data type); Psychology; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.02668448,0.0002680721,0.0002907174,0.001370532,0.0008444533,0.001505901,0.0007155191,0.000841109,0.001007853],"category_scores_gemma":[0.05576968,0.0001897764,0.0003197037,0.0006361185,0.0009443212,0.001921056,0.002002985,0.001405152,0.000289773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106891,"about_ca_system_score_gemma":0.004700268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208549,"about_ca_topic_score_gemma":0.002909054,"domain_scores_codex":[0.9868026,0.008135125,0.001318022,0.0004410895,0.00282249,0.0004807017],"domain_scores_gemma":[0.9735965,0.01517157,0.00252134,0.0008911897,0.00682951,0.0009898652],"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":[0.000177977,0.001000537,0.1615675,0.001568283,0.00008314005,0.0003649098,0.02460508,0.001293468,0.006002144,0.002359304,0.003188396,0.7977893],"study_design_scores_gemma":[0.0001540423,0.006309307,0.7577175,0.005844519,0.0002856435,0.004525745,0.09082653,0.009285301,0.04617569,0.01542544,0.06315383,0.0002963803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148231,0.008864633,0.03350413,0.009846511,0.0005264407,0.001200646,0.00008435929,0.0001716862,0.03097858],"genre_scores_gemma":[0.9484354,0.005268391,0.04274808,0.0007012486,0.0001085417,0.0004351074,0.00005196857,0.00001469196,0.002236586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02668448,"threshold_uncertainty_score":0.1411227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614754816596078,"score_gpt":0.4462501157400115,"score_spread":0.3847746340804037,"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."}}