{"id":"W2617154597","doi":"10.1097/md.0000000000005752","title":"Risk factors for postoperative complications in total thyroidectomy","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Thyroidectomy; Total thyroidectomy; General surgery; Thyroid; Surgery; 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":[0.00041501,0.0001039083,0.0002096157,0.000395183,0.0002162966,0.0003310867,0.0001776108,0.000179562,0.0009170434],"category_scores_gemma":[0.003388266,0.0001194013,0.0005595523,0.000708063,0.0001294104,0.0002101719,0.0002769064,0.0004273034,0.00006088604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776892,"about_ca_system_score_gemma":0.0005852213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004145755,"about_ca_topic_score_gemma":0.004963411,"domain_scores_codex":[0.9995479,0.00008414017,0.0001000779,0.00006492263,0.0001414869,0.00006143535],"domain_scores_gemma":[0.9983792,0.0003310227,0.0008649934,0.00008814445,0.0001333184,0.0002033264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003024427,0.0000105008,0.9984054,0.000007683222,0.00002468249,0.00005088779,0.00001729919,0.00001905975,0.00005348065,0.000008950572,0.000080878,0.001290887],"study_design_scores_gemma":[0.000002832965,0.0000279728,0.9992723,0.00000831593,0.00001985434,0.0003651196,0.00005912355,0.00009931451,0.00002401155,0.00001684206,0.0001021908,0.000002208094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978008,0.0009686291,0.0001672237,0.0001110229,0.00001061031,0.000008869371,0.0002488551,0.000005704802,0.000678407],"genre_scores_gemma":[0.9993764,0.0001971154,0.00008267834,0.00002628375,0.00001137483,0.000006785939,0.0002300051,0.000001854712,0.00006752959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004145755,"threshold_uncertainty_score":0.008243203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450988052846276,"score_gpt":0.3406969357385097,"score_spread":0.2955981304538821,"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."}}