{"id":"W1528938469","doi":"10.1136/bmj.330.7492.631","title":"Commentary: Using patients' narratives in complex research","year":2005,"lang":"en","type":"letter","venue":"BMJ","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Diabetes UK","keywords":"Narrative; Health care; Function (biology); Intervention (counseling); Medical education; Narrative inquiry; Psychology; Sociology; Medicine; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0219037,0.001575628,0.0020068,0.001661631,0.005774503,0.008121362,0.005603751,0.07455469,0.01099101],"category_scores_gemma":[0.1159458,0.001139222,0.001764666,0.002680018,0.009163313,0.01043044,0.00411218,0.0459113,0.01175685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931725,"about_ca_system_score_gemma":0.009483106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246486,"about_ca_topic_score_gemma":0.009150602,"domain_scores_codex":[0.9731244,0.01536174,0.002200651,0.001468051,0.006755366,0.00108983],"domain_scores_gemma":[0.8859571,0.08695548,0.005808796,0.003089624,0.01420116,0.003988002],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006170817,0.00001106302,0.0001280523,0.0002420287,0.00001547421,0.0005077905,0.0008334576,0.00003241979,0.00008435785,0.0008905357,0.9923382,0.004854832],"study_design_scores_gemma":[0.00009936256,0.00008406815,0.0005721259,0.001509576,0.00004540827,0.001991848,0.002322922,0.0002718351,0.0002847704,0.004675576,0.9880545,0.00008805184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002588894,0.001196903,0.0001421652,0.9757829,0.02109835,0.00002790813,0.0001059114,0.00006140507,0.001325692],"genre_scores_gemma":[0.004435789,0.001261469,0.0004023655,0.9581104,0.03135168,0.0001657485,0.00006041976,0.00003922107,0.004172993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9780963,"threshold_uncertainty_score":0.1158392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942328325067275,"score_gpt":0.4430701894704705,"score_spread":0.248837356963743,"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."}}