{"id":"W2412356421","doi":"10.1503/cjs.016515","title":"Author response","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Diverticulitis; General surgery; Retrospective cohort study; Radiology; Medical physics; Family medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004761334,0.0001349096,0.0004242667,0.000864982,0.00006630239,0.00003444841,0.0001292568,0.0002650407,0.001251196],"category_scores_gemma":[0.0006566184,0.000100294,0.0004942344,0.0001311766,0.00008620783,0.00005916095,0.000004886178,0.0006135373,0.00017878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416504,"about_ca_system_score_gemma":0.009481874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649374,"about_ca_topic_score_gemma":0.00005853037,"domain_scores_codex":[0.9987807,0.0001197008,0.0003981714,0.0001133615,0.000250349,0.0003377555],"domain_scores_gemma":[0.9977552,0.0004148527,0.0002386556,0.0003298722,0.0003991858,0.0008622344],"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":[0.00007489949,0.000003348717,0.003597183,0.00003198023,0.0001452956,0.01351435,0.00001404214,2.586549e-8,0.00002701884,0.000004303673,0.9801626,0.002424908],"study_design_scores_gemma":[0.0001109045,0.00002150315,0.02367979,0.000730418,0.0002283279,0.001275696,0.000006399982,1.41637e-7,0.00001832472,0.00009759275,0.9737207,0.0001101708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009463241,0.001461575,0.00003035227,0.9872859,0.0008868366,0.00006712478,0.000101882,0.000005868139,0.0006972287],"genre_scores_gemma":[0.02584676,0.00002382404,0.00004369304,0.9328931,0.007113642,0.000005611511,0.00003980078,0.0000589573,0.03397464],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05439282,"threshold_uncertainty_score":0.9996618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785194483323564,"score_gpt":0.2789776860999392,"score_spread":0.2004582377675828,"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."}}