{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003785121,0.0007893257,0.001234987,0.0007440495,0.002171413,0.003161045,0.002240846,0.02387564,0.03985954],"category_scores_gemma":[0.04995898,0.0005084644,0.001040065,0.0005383252,0.001874674,0.002788548,0.002371201,0.02052341,0.02957137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004325992,"about_ca_system_score_gemma":0.003669217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048877,"about_ca_topic_score_gemma":0.004024639,"domain_scores_codex":[0.9955165,0.001403955,0.0005309579,0.0005337854,0.001434593,0.0005802945],"domain_scores_gemma":[0.9827799,0.005266367,0.001296487,0.0006107577,0.008255986,0.001790513],"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":[0.0000187346,0.000004532256,0.0001402122,0.00003903818,0.000003965901,0.000277769,0.0000694948,0.00001788321,0.00003877737,0.0004695079,0.9967116,0.002208494],"study_design_scores_gemma":[0.0000382717,0.00003383729,0.000499032,0.0003242424,0.000009870457,0.001276161,0.0005120828,0.0001094077,0.0001281327,0.001326257,0.9957009,0.00004179647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002380698,0.0004833738,0.0001222005,0.9506726,0.04513196,0.00003043723,0.0001786091,0.0001424773,0.003000272],"genre_scores_gemma":[0.002349989,0.000390671,0.0001705363,0.9713449,0.01465212,0.00007004305,0.00005913062,0.00004000695,0.01092247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03985954,"threshold_uncertainty_score":0.1333434,"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."}}