{"id":"W1935910567","doi":"10.1002/hed.24107","title":"Salivary duct carcinoma: Treatment, outcomes, and patterns of failure","year":2015,"lang":"en","type":"article","venue":"Head & Neck","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Salivary duct carcinoma; Medicine; Carcinoma; Hazard ratio; Parotid gland; Multivariate analysis; Facial nerve; Radiation therapy; Salivary gland; Surgery; Internal medicine; Pathology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004877553,0.0001891336,0.0004656511,0.00006872821,0.00002626363,0.000008646371,0.00003304641,0.0000549153,0.00007267734],"category_scores_gemma":[0.00002159596,0.0001231257,0.00009575301,0.00006390794,0.00002873024,0.00004844024,0.00002620219,0.00005196447,0.00002904614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008054476,"about_ca_system_score_gemma":0.00008111548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891644,"about_ca_topic_score_gemma":0.0002066741,"domain_scores_codex":[0.9991493,0.0000282899,0.0002171195,0.0002361018,0.0001705021,0.00019873],"domain_scores_gemma":[0.9992571,0.00005148015,0.00006014768,0.0003152472,0.00005094752,0.0002650195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007548143,0.0006997121,0.9959149,0.00005149136,0.0001208763,0.0003468635,0.0003652608,2.12683e-7,0.00001882301,0.0001945944,0.001571669,0.0006401566],"study_design_scores_gemma":[0.006136858,0.001542154,0.9870709,0.00007232195,0.000229009,0.0002360096,0.000168093,0.000006049802,0.001178134,0.00006300076,0.003195372,0.0001021085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951003,0.001203087,0.00000239606,0.001888953,0.0000969493,0.0003184574,0.00005481032,0.00003628114,0.001298791],"genre_scores_gemma":[0.9985192,0.00009832937,0.0002851885,0.000240651,0.00008932333,0.0000368302,0.00008596073,0.00002173421,0.0006227943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00884397,"threshold_uncertainty_score":0.5020919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05493516670860969,"score_gpt":0.310405243059769,"score_spread":0.2554700763511593,"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."}}