{"id":"W2554714533","doi":"10.1007/s10459-016-9724-3","title":"CanMEDS is a theory","year":2016,"lang":"en","type":"editorial","venue":"Advances in Health Sciences Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Medical education; Mathematics education; Psychology; Medicine","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":[0.02743971,0.003734561,0.004405083,0.008664678,0.006504803,0.02139821,0.005524322,0.04294398,0.02094936],"category_scores_gemma":[0.1032084,0.001637869,0.005061307,0.004184647,0.01560568,0.01413709,0.007159425,0.05221972,0.0102562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007896855,"about_ca_system_score_gemma":0.01112265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610228,"about_ca_topic_score_gemma":0.005700013,"domain_scores_codex":[0.9760809,0.007974193,0.002649597,0.001681696,0.0104583,0.001155426],"domain_scores_gemma":[0.8569024,0.1078613,0.004292478,0.00454301,0.01807319,0.008327641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001636312,0.00001108535,0.00001464078,0.0003711519,0.00002770852,0.00005153093,0.00006156749,0.00002067341,0.00000952932,0.003163519,0.9908591,0.005393175],"study_design_scores_gemma":[0.00007641631,0.00001532462,0.00009875283,0.001536312,0.0000637733,0.0001121528,0.0001488831,0.00007627309,0.00003184114,0.01409353,0.9837226,0.0000240592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001327233,0.009127159,0.00009665986,0.1467935,0.8422756,0.000007833299,0.00002091274,0.00002138043,0.001643628],"genre_scores_gemma":[0.0003782188,0.005100487,0.0001041839,0.07859295,0.9121763,0.0000203803,0.00001470453,0.00002262269,0.003590156],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04294398,"threshold_uncertainty_score":0.1451167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676937637318447,"score_gpt":0.5266661079749233,"score_spread":0.5098967316017389,"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."}}