{"id":"W2144796649","doi":"10.1111/j.1365-2929.2004.02100.x","title":"Implications of psychology‐type theories for full curriculum interventions","year":2005,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citation; Psychological intervention; Curriculum; Library science; Psychology; Sociology; Computer science; Psychiatry; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007051734,0.0001049899,0.0002143304,0.0002393909,0.00009545687,0.000007108632,0.0001779631,0.0001864356,0.001956209],"category_scores_gemma":[0.006920087,0.00009245126,0.0001329365,0.0006874492,0.0002529066,0.00009457493,0.00002071469,0.0002269824,0.00005812819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115233,"about_ca_system_score_gemma":0.00121022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070125,"about_ca_topic_score_gemma":0.0000185992,"domain_scores_codex":[0.9985889,0.00003582551,0.0006434066,0.0002333781,0.0003111751,0.0001873507],"domain_scores_gemma":[0.9982777,0.00006699518,0.0001934875,0.0004145429,0.0009615499,0.00008578534],"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":[0.00005564107,0.003822372,0.007902729,0.0003566711,0.00005192231,5.201901e-8,0.0004082289,9.048758e-7,0.000531556,0.09757382,0.3779039,0.5113922],"study_design_scores_gemma":[0.002719573,0.001262262,0.1252606,0.001542856,0.000478529,0.0002280604,0.001808915,0.001389808,0.0008592555,0.03087622,0.8331754,0.000398572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4856721,0.001215173,0.0871979,0.4028181,0.004229215,0.001801621,0.00001421499,0.0001687118,0.01688292],"genre_scores_gemma":[0.9436783,0.0001060504,0.03910263,0.0137683,0.001261863,0.0005050247,0.0005507536,0.00002325538,0.001003812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5109937,"threshold_uncertainty_score":0.9989561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022009599794485,"score_gpt":0.458553741262938,"score_spread":0.436544141468453,"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."}}