{"id":"W2140327843","doi":"10.1111/j.1445-2197.2009.04930_15.x","title":"SE15 PRINCIPLES AND CRITERIA FOR REVALIDATION","year":2009,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revalidation; Medicine; Specialty; Medical education; Summative assessment; Lifelong learning; Formative assessment; Portfolio; Accreditation; Maintenance of Certification; Certification; Quality (philosophy); Process (computing); Nursing; Family medicine; Psychology; Management","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3198311,0.002857447,0.003994952,0.01349129,0.01006483,0.02258122,0.01100361,0.02694605,0.01223457],"category_scores_gemma":[0.5048046,0.002698922,0.009057049,0.00785622,0.03048512,0.01655724,0.02454533,0.02318707,0.01485701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139969,"about_ca_system_score_gemma":0.06407192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198909,"about_ca_topic_score_gemma":0.005142911,"domain_scores_codex":[0.520216,0.2227047,0.130363,0.008772899,0.1071194,0.01082386],"domain_scores_gemma":[0.3493882,0.2946294,0.0279914,0.04414252,0.2731929,0.0106556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005292852,0.000491857,0.005898213,0.008011088,0.0002696004,0.001848106,0.03143094,0.001259326,0.001229378,0.5749205,0.2176198,0.1564918],"study_design_scores_gemma":[0.0002662459,0.0002972178,0.001760034,0.01412298,0.0001041469,0.001851245,0.006354793,0.001285953,0.001400468,0.1322623,0.8400586,0.000236057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01112007,0.02109982,0.2974671,0.2172297,0.02249817,0.06851649,0.002056046,0.00183132,0.3581813],"genre_scores_gemma":[0.1065209,0.008204305,0.6362458,0.07420781,0.004673067,0.1054305,0.003051923,0.001481768,0.06018389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3198311,"threshold_uncertainty_score":0.8387693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154530919844531,"score_gpt":0.3999176437744038,"score_spread":0.2844645517899507,"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."}}