{"id":"W2055715504","doi":"10.1016/j.nepr.2006.04.009","title":"Where’s the patient’s voice in health professional education?","year":2006,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Variety (cybernetics); Chiropractic; Pharmacy; Health professions; Medicine; Nursing; Medical education; Psychology; Alternative medicine; Health care; Political science","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":[0.002068436,0.0001723094,0.0001867275,0.0002317215,0.0007458724,0.00001508503,0.0002091205,0.0001370242,0.0004852672],"category_scores_gemma":[0.0003102914,0.0001365259,0.00002749449,0.0006129519,0.00004321237,0.0005255948,0.00003495131,0.001049669,0.0008125427],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406024,"about_ca_system_score_gemma":0.01370289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913099,"about_ca_topic_score_gemma":0.01098149,"domain_scores_codex":[0.9946323,0.002657933,0.001285608,0.0003487729,0.0004678431,0.0006075143],"domain_scores_gemma":[0.9966413,0.001542553,0.0009318762,0.000429153,0.0002916743,0.0001633804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002003861,0.006637207,0.4814352,0.0009574546,0.000004107403,5.424682e-7,0.01834748,0.000024145,0.000003902452,0.04116425,0.4169568,0.03426848],"study_design_scores_gemma":[0.0004776293,0.00009600216,0.1218139,0.001589781,0.000005546407,0.000002589774,0.1166848,0.00002442119,0.000002425043,0.001884032,0.7572934,0.0001254602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5471699,0.00642028,0.00001829981,0.17584,0.03143544,0.007886029,0.00002664167,0.00007875561,0.2311247],"genre_scores_gemma":[0.8358584,0.0005386221,0.003315713,0.09334283,0.001870396,0.00614807,0.0007881434,0.00006543525,0.05807241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596213,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841194568168404,"score_gpt":0.4877860857250041,"score_spread":0.4193741400433201,"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."}}