{"id":"W1865400918","doi":"10.1111/j.1365-2923.2012.04356.x","title":"Patients as educators: the challenges and benefits of sharing experiences with students","year":2012,"lang":"en","type":"article","venue":"Medical Education","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of New Brunswick; Dalhousie University","funders":"","keywords":"Thematic analysis; Context (archaeology); Medical education; Psychology; Focus group; Vulnerability (computing); Qualitative research; Health professionals; Health care; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01859882,0.0009255352,0.0008304272,0.001195646,0.01773578,0.01314377,0.00250575,0.004596581,0.003120084],"category_scores_gemma":[0.03602322,0.0006415374,0.0008080447,0.0008939067,0.01407976,0.007204783,0.01875332,0.006113757,0.0003915521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004505654,"about_ca_system_score_gemma":0.009280294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004228512,"about_ca_topic_score_gemma":0.008856454,"domain_scores_codex":[0.9573876,0.03359234,0.001080998,0.0009684715,0.002997987,0.00397267],"domain_scores_gemma":[0.9710071,0.01482643,0.003339082,0.001260989,0.001521031,0.008045399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005571817,0.0001864627,0.01105391,0.0001781958,0.00002719568,0.001740637,0.9651912,0.00007248677,0.000380774,0.001673093,0.001368025,0.01807223],"study_design_scores_gemma":[0.00001529816,0.0001993373,0.002974003,0.0002263518,0.0000201684,0.002842669,0.9768,0.0001062195,0.000288927,0.0009191653,0.01557206,0.00003574135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735498,0.001612051,0.002258272,0.01365676,0.0002672301,0.0001011387,0.00003052928,0.0000522209,0.008471977],"genre_scores_gemma":[0.9963342,0.0005806581,0.0006708008,0.0009262773,0.00006770385,0.00004539469,0.00001239323,0.00001063726,0.001351999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859882,"threshold_uncertainty_score":0.09836113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514675463007203,"score_gpt":0.4656561001286066,"score_spread":0.3141885538278864,"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."}}