{"id":"W2291736745","doi":"10.1136/bmjqs-2015-004962","title":"Opportunities for incident reporting. Response to: ‘The problem with incident reporting’ by Macrae <i>et al</i>","year":2015,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Ethnography; Transferability; Tacit knowledge; Medicine; Reading (process); Variety (cybernetics); Key (lock); Nursing; Primary care; Participant observation; Medical education; Knowledge management; Family medicine; Sociology; Computer 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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03605127,0.0008917928,0.002192809,0.0001581555,0.0005002416,0.00007786175,0.0003880987,0.0004885533,0.00005818213],"category_scores_gemma":[0.02388615,0.0005846884,0.0006369714,0.0003234287,0.0003016636,0.0001439155,0.0004754502,0.001838287,0.00001793376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899517,"about_ca_system_score_gemma":0.002788745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009545779,"about_ca_topic_score_gemma":0.0003983877,"domain_scores_codex":[0.9844674,0.001265575,0.009625001,0.001310608,0.002301944,0.001029438],"domain_scores_gemma":[0.9778068,0.00148937,0.01563662,0.002121999,0.002562324,0.0003828638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004976131,0.00007868616,0.000957175,0.0008611089,0.000614856,0.003619616,0.002381906,0.000002973492,0.0001215309,0.00007013371,0.9852145,0.001101375],"study_design_scores_gemma":[0.001100793,0.0008583891,0.00112726,0.001155182,0.0005307957,0.001195352,0.005710639,0.0000011912,0.0001181713,0.0003982315,0.9869587,0.0008452919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005744835,0.001161138,0.001604511,0.9802298,0.0007947441,0.005598622,0.001158179,0.0002684593,0.003439737],"genre_scores_gemma":[0.001045832,0.000591909,0.00477204,0.9521074,0.002017141,0.001944202,0.003327377,0.0002105081,0.03398357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03054384,"threshold_uncertainty_score":0.9996604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677473937938092,"score_gpt":0.42214148600411,"score_spread":0.2543940922103008,"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."}}