{"id":"W2058207300","doi":"10.1007/s10459-011-9305-4","title":"Self-monitoring and its relationship to medical knowledge","year":2011,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Medical Council of Canada","funders":"","keywords":"Summative assessment; Context (archaeology); Test (biology); Psychology; Moment (physics); Applied psychology; Medical education; Formative assessment; Social psychology; Medicine; Mathematics education","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":[0.001410237,0.00006103527,0.0001331749,0.0001487798,0.0001309763,0.000007489456,0.00008402667,0.00004730084,0.00004044729],"category_scores_gemma":[0.0323776,0.0000513605,0.00001162765,0.0005740668,0.00006812179,0.0001802297,0.00002462431,0.0001389336,0.00003747788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008384822,"about_ca_system_score_gemma":0.00169862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008534143,"about_ca_topic_score_gemma":0.0000494283,"domain_scores_codex":[0.9989226,0.0000581332,0.0003148109,0.0002578952,0.0002346562,0.0002118676],"domain_scores_gemma":[0.9961803,0.002977555,0.000076033,0.00009861773,0.00006929631,0.0005981819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009401211,0.0002906746,0.9041595,0.0001032149,6.155325e-7,6.025465e-7,0.002993676,0.000001591234,3.842773e-7,0.008036762,0.00006636157,0.08433717],"study_design_scores_gemma":[0.0002565847,0.0004914251,0.9858244,0.003198599,0.000004534416,0.00002399066,0.000919018,0.0002296603,0.00004665798,0.002761671,0.006156293,0.00008715982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387271,0.03298306,0.00007102903,0.006294706,0.002260002,0.0004814772,4.284518e-7,0.0000624943,0.01911966],"genre_scores_gemma":[0.981566,0.003899736,0.01348786,0.0006430487,0.0002296176,0.00004938807,0.000001029853,0.000003796031,0.0001194944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08425001,"threshold_uncertainty_score":0.9757731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07766023875395874,"score_gpt":0.478431212360064,"score_spread":0.4007709736061053,"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."}}