{"id":"W2530802738","doi":"10.2147/amep.s115789","title":"Applying a reflexive framework to evaluate a communication skills curriculum","year":2016,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Reflexivity; Agency (philosophy); Process (computing); Medical education; Computer science; Engineering ethics; Focus (optics); Psychology; Pedagogy; Medicine; Sociology; Engineering","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":[0.002738106,0.000134832,0.0002116833,0.0002449313,0.0001151086,0.00002267501,0.0001782048,0.0001838177,0.0008061542],"category_scores_gemma":[0.1096836,0.00009610847,0.0000228902,0.0009164487,0.000189518,0.0007629825,0.00007176505,0.000509572,0.0001367023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279133,"about_ca_system_score_gemma":0.0008733552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003188086,"about_ca_topic_score_gemma":0.00001100566,"domain_scores_codex":[0.9978232,0.0003419773,0.0004907663,0.000336144,0.0007722086,0.0002357289],"domain_scores_gemma":[0.9966618,0.001776179,0.000204847,0.0005083136,0.000551459,0.0002973499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000857934,0.001100242,0.002842991,0.00004877868,0.000009647859,0.000002453653,0.00125414,5.006374e-7,0.00002981598,0.02524626,0.004262706,0.9651167],"study_design_scores_gemma":[0.000812121,0.0001394721,0.003812999,0.002476852,0.00005107387,0.0002523093,0.003955763,0.00009113845,0.00003225242,0.01534182,0.9728554,0.0001787704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.121974,0.01287392,0.06700426,0.7244352,0.003579738,0.003466067,0.00000272748,0.0001985036,0.0664656],"genre_scores_gemma":[0.4785253,0.01658292,0.3906829,0.1101183,0.0007173871,0.002337284,0.0000372385,0.00003805492,0.0009606339],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9685927,"threshold_uncertainty_score":0.8978159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575167864081637,"score_gpt":0.4759598177147007,"score_spread":0.4602081390738843,"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."}}