{"id":"W2161214286","doi":"10.3109/0142159x.2014.899689","title":"Assessors for communication skills: SPs or healthcare professionals?","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication skills; Checklist; Medical education; Skills management; Sore throat; Simulated patient; Psychology; Medicine","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":[0.01034236,0.0003485983,0.0004684321,0.00112773,0.0005108597,0.0009229937,0.0004461986,0.0004514268,0.006028811],"category_scores_gemma":[0.0397385,0.000138599,0.0003350021,0.0008469752,0.0008716247,0.001051198,0.001272079,0.0007077347,0.001448204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702505,"about_ca_system_score_gemma":0.001347679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006210355,"about_ca_topic_score_gemma":0.0006183956,"domain_scores_codex":[0.9891317,0.005457876,0.001694483,0.0005322539,0.002660371,0.000523252],"domain_scores_gemma":[0.9689511,0.01127454,0.009713029,0.001030677,0.006454054,0.002576604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005769026,0.0002554181,0.8738042,0.001063332,0.00007920842,0.0003522953,0.007029547,0.00008383248,0.001676445,0.0004573042,0.00417631,0.1104452],"study_design_scores_gemma":[0.0001556887,0.002380093,0.9418934,0.002050387,0.0001289851,0.005220593,0.02114753,0.001021526,0.002980232,0.001578878,0.02138746,0.00005527038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771127,0.002654853,0.004138874,0.002526023,0.0004311802,0.0003947298,0.0005865365,0.00008771133,0.01206748],"genre_scores_gemma":[0.9954588,0.0007558162,0.001990469,0.0002717064,0.0001091435,0.0002886252,0.00024916,0.00001136135,0.000864907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034236,"threshold_uncertainty_score":0.05469626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521969118208107,"score_gpt":0.4618370779296326,"score_spread":0.4096401661088219,"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."}}