{"id":"W2417417334","doi":"","title":"Routine thyroidectomy in total laryngectomy: is it really indicated?","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gynecology; Laryngectomy; Surgery; Larynx","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163131,0.0002556372,0.0005308006,0.0003831145,0.00004915815,0.00003551065,0.0001332108,0.000192081,0.0001175301],"category_scores_gemma":[0.0002198862,0.0002275792,0.0001643194,0.0007266831,0.00004728987,0.0001588671,0.00003430443,0.0004414165,0.0001710002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331874,"about_ca_system_score_gemma":0.0001137305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007004465,"about_ca_topic_score_gemma":0.00001870881,"domain_scores_codex":[0.9978005,0.00006587028,0.0004966193,0.0004547054,0.0003777317,0.0008046023],"domain_scores_gemma":[0.9989384,0.00008548178,0.000111458,0.0004292437,0.00005357168,0.000381881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002311232,0.002064672,0.3622404,0.00006701415,0.0002251943,0.002253628,0.003339963,0.0000116886,0.005611579,0.0008548707,0.4502357,0.1707841],"study_design_scores_gemma":[0.002753344,0.0001051019,0.976727,0.00002203987,0.00003699394,0.0001709957,0.00007041534,0.00002912407,0.002136475,0.0001238716,0.01757172,0.0002528994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916153,0.001637887,0.00001133997,0.0165022,0.0001813234,0.000907688,0.00001336318,0.0001522735,0.064441],"genre_scores_gemma":[0.9821379,0.0001563208,0.00007257494,0.009100625,0.0003456314,0.0002540681,0.00004788458,0.0000265123,0.007858524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6144866,"threshold_uncertainty_score":0.928041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497752263451615,"score_gpt":0.2584778314965753,"score_spread":0.2335003088620591,"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."}}