{"id":"W2461433080","doi":"10.1016/j.oraloncology.2016.06.003","title":"Unmet needs for patients with salivary gland cancer","year":2016,"lang":"en","type":"editorial","venue":"Oral Oncology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Salivary gland; Salivary gland cancer; Cancer; Medicine; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001123197,0.0003789462,0.001065064,0.0001755673,0.0000701468,0.00001261841,0.0001141859,0.0007502534,0.0004147136],"category_scores_gemma":[0.0001392226,0.0002060056,0.0001582869,0.0001136035,0.00009208054,0.00004627942,0.00004415084,0.0002668473,0.0000483763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006748261,"about_ca_system_score_gemma":0.001049242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065813,"about_ca_topic_score_gemma":0.0002163145,"domain_scores_codex":[0.9983851,0.00005541159,0.000308722,0.0004160185,0.0003957372,0.000439009],"domain_scores_gemma":[0.9978516,0.0009880232,0.0002551554,0.0003096661,0.0003864348,0.0002091542],"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":[0.003251151,0.0009567437,0.1691613,0.0001048188,0.0005515376,0.00007906005,0.00002995234,1.010823e-7,3.452176e-7,0.00003439827,0.8196256,0.006205012],"study_design_scores_gemma":[0.01749347,0.01134536,0.01765706,0.0003437679,0.001184782,0.000004085319,0.000005212112,4.185167e-7,0.00001087932,0.00006593856,0.9516206,0.0002684314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03640371,0.0008913528,0.00001649002,0.001944938,0.9515504,0.002137181,0.003133518,0.00009349622,0.003828934],"genre_scores_gemma":[0.0262808,0.001064967,0.0008636321,0.0005938996,0.9571775,0.001838265,0.005450495,0.0001692468,0.006561248],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1515042,"threshold_uncertainty_score":0.8400663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378397899508842,"score_gpt":0.3379071239600753,"score_spread":0.3241231449649868,"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."}}