{"id":"W2094227723","doi":"10.1007/s40037-014-0115-2","title":"Cognition, culture, and credibility: deconstructing feedback in medical education","year":2014,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universiteit Maastricht","keywords":"Credibility; Cognition; Medical education; Psychology; Medicine; Political science; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001903495,0.000237702,0.000359962,0.0005202191,0.0001607015,0.00004272521,0.0001688995,0.0004392499,0.002074435],"category_scores_gemma":[0.05032635,0.0002152421,0.00005683457,0.000887928,0.0005876587,0.0001918133,0.00004271001,0.001059199,0.00006771126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489778,"about_ca_system_score_gemma":0.004802193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009448946,"about_ca_topic_score_gemma":0.00003738342,"domain_scores_codex":[0.99672,0.0002191964,0.0006567526,0.000705044,0.001374784,0.0003242349],"domain_scores_gemma":[0.9978896,0.0002119491,0.0001851404,0.0004247703,0.0007767736,0.0005117219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001276687,0.004431361,0.0302838,0.0002632383,0.00003703274,0.000002232967,0.01076572,3.81491e-7,0.00004191441,0.05649301,0.01646572,0.8810879],"study_design_scores_gemma":[0.009842081,0.001608494,0.5496938,0.009182159,0.0003585665,0.002067896,0.278226,0.01537779,0.0004042372,0.05036375,0.08127712,0.00159809],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098681,0.0008256167,0.001091559,0.04382935,0.001759623,0.0007127806,0.000001202811,0.0001166704,0.04179506],"genre_scores_gemma":[0.9747897,0.0004270811,0.005037183,0.01717337,0.001722412,0.0001995482,0.0001443251,0.00003125567,0.0004750758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8794898,"threshold_uncertainty_score":0.9988378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009577858196176906,"score_gpt":0.3505617983686253,"score_spread":0.3409839401724484,"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."}}