{"id":"W3172181361","doi":"10.1093/bjs/znab207","title":"Author response: Post-thyroidectomy bleeding: analysis of risk factors from a national registry","year":2021,"lang":"en","type":"letter","venue":"British journal of surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Thyroidectomy; General surgery; Surgery; Thyroid; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002395052,0.0004949501,0.00106831,0.0009287595,0.001540233,0.001933239,0.0009059596,0.01324066,0.005016613],"category_scores_gemma":[0.02120734,0.0005172717,0.0006812441,0.001209832,0.0006597511,0.001077401,0.0008172857,0.01029437,0.005131372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857556,"about_ca_system_score_gemma":0.002584503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006145634,"about_ca_topic_score_gemma":0.008135017,"domain_scores_codex":[0.9974363,0.0007781721,0.0005475278,0.0002943082,0.0004647021,0.0004789223],"domain_scores_gemma":[0.9883593,0.005908782,0.001348132,0.0004264279,0.002363901,0.001593525],"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":[0.000268651,0.00009898296,0.02388021,0.0001492652,0.00006387122,0.004769728,0.0005205006,0.00009230407,0.0002563244,0.000691294,0.9637823,0.005426551],"study_design_scores_gemma":[0.0005247799,0.000454457,0.08319618,0.002011774,0.0002340844,0.01503799,0.009395398,0.001843229,0.0007329778,0.00445286,0.8817979,0.0003184273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008320478,0.0003306258,0.0001358669,0.9688315,0.01746356,0.00003924079,0.00145501,0.00003448171,0.003389284],"genre_scores_gemma":[0.03817265,0.0009540085,0.0004736704,0.9190897,0.02227168,0.0001829219,0.0008223276,0.00006164234,0.01797132],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01324066,"threshold_uncertainty_score":0.01678228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05173564316078257,"score_gpt":0.291389910379668,"score_spread":0.2396542672188854,"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."}}