{"id":"W2792001336","doi":"10.1016/j.amjsurg.2018.01.007","title":"Uptake and impact of synoptic reporting in a community care setting","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; BC Cancer Agency; Dalhousie University","funders":"BC Cancer Agency; Canadian Cancer Society","keywords":"Narrative; Narrative review; Breast cancer; Medicine; Cancer; History; Internal medicine; Intensive care medicine; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003562174,0.00009010482,0.0006644933,0.0002320536,0.00004579328,0.00001083494,0.00008470933,0.00001042334,0.000006993201],"category_scores_gemma":[0.005333481,0.00005244715,0.000151825,0.0003729285,0.0008421564,0.00009693603,0.00004409789,0.0004501487,5.464357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007509706,"about_ca_system_score_gemma":0.0002440354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003986075,"about_ca_topic_score_gemma":0.000002673017,"domain_scores_codex":[0.9982565,0.0001703117,0.001109145,0.00005132113,0.0002384276,0.0001742882],"domain_scores_gemma":[0.9956033,0.0009719094,0.002721255,0.0002551527,0.0003502487,0.00009819421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002476224,0.00004527701,0.8845571,0.00005865017,0.00008355341,0.0001729811,0.003766607,0.000003953748,0.003172369,4.579846e-7,0.0001908588,0.1077005],"study_design_scores_gemma":[0.0002326546,0.0006524715,0.9809948,0.001373745,0.0000663445,0.002912094,0.01332426,0.00003701362,0.0003096531,0.00003226264,0.00001663971,0.0000480416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981966,0.0003702746,0.00001344726,0.0004545188,0.00006995053,0.00004405529,0.000001040404,0.000005756591,0.0008443744],"genre_scores_gemma":[0.9991251,0.00003632002,0.0004472562,0.0002245985,0.0001451486,3.20723e-7,7.533606e-7,0.00001353889,0.000007013181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076525,"threshold_uncertainty_score":0.6385061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678808534253329,"score_gpt":0.3590193740918916,"score_spread":0.3122312887493582,"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."}}