{"id":"W2982844391","doi":"10.1007/s10459-019-09939-9","title":"The compatibility principle: on philosophies in the assessment of clinical competence","year":2019,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; The Wilson Centre; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Epistemology; Competence (human resources); Philosophical methodology; Commit; Philosophy of science; Engineering ethics; Philosophical analysis; Psychology; Computer science; Sociology; Social psychology; Philosophy","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":[0.007856621,0.00006569357,0.0002666919,0.00005583384,0.0001085349,0.00001226076,0.000272544,0.00002869689,0.00001059716],"category_scores_gemma":[0.01354413,0.00003326833,0.00003946627,0.0005430785,0.0005431163,0.00009275243,0.00002142755,0.0002830271,0.000005850931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007371573,"about_ca_system_score_gemma":0.001744147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982419,"about_ca_topic_score_gemma":0.0002638373,"domain_scores_codex":[0.997779,0.0003976749,0.0008833134,0.0002807115,0.0004655104,0.0001937959],"domain_scores_gemma":[0.9729691,0.02610449,0.0003944419,0.0003951567,0.00007200905,0.00006477745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002117203,0.0005424851,0.924954,0.00004710923,5.339243e-7,1.000943e-7,0.0001646393,0.0003663758,2.843925e-7,0.03457224,0.00002801958,0.03930306],"study_design_scores_gemma":[0.0003019971,0.0009530921,0.9846107,0.001181034,0.000001420348,0.000001498614,0.001018127,0.00166892,0.000001909967,0.007455254,0.002772601,0.00003349507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676006,0.001449808,0.000009894323,0.02166501,0.001230682,0.0007513183,0.000001063764,0.000005279442,0.007286347],"genre_scores_gemma":[0.992511,0.003169359,0.001588565,0.002579334,0.00009180363,0.00003446244,0.000003276966,0.000001848206,0.00002035038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05965667,"threshold_uncertainty_score":0.9947652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.080111345698781,"score_gpt":0.5569840745406762,"score_spread":0.4768727288418952,"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."}}