{"id":"W2068768288","doi":"10.1016/s1055-3207(03)00123-6","title":"Current treatment options in squamous cell carcinoma of the oral cavity","year":2004,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Oral cavity; Quality of life (healthcare); Basal cell; Multidisciplinary approach; Intensive care medicine; Rehabilitation; Radiation therapy; Disease; Standard of care; Surgery; Internal medicine; Physical therapy; Dentistry; Nursing","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":[0.0002290053,0.0003879226,0.004505934,0.0001423916,0.00005204703,0.000001266342,0.0002358353,0.0002867779,0.00004501804],"category_scores_gemma":[0.0001168415,0.0002223903,0.001329092,0.0006812665,0.0007292897,0.00001355258,0.0001579058,0.0007660036,0.0000171808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488278,"about_ca_system_score_gemma":0.004044051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004616062,"about_ca_topic_score_gemma":0.0006355142,"domain_scores_codex":[0.9969027,0.0004616322,0.001574496,0.0004438824,0.0002506381,0.000366646],"domain_scores_gemma":[0.9969318,0.001225468,0.0009825752,0.000569708,0.0001256398,0.0001648467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009948209,0.002964711,0.01123614,0.004198137,0.00006752681,0.0001312084,0.00009116915,0.000008815701,6.888647e-9,0.000007769335,0.00006517972,0.9811299],"study_design_scores_gemma":[0.002361042,0.003820637,0.007345761,0.001604642,0.001285728,0.00003171455,0.00001452169,0.000001897386,2.031225e-7,0.000005565936,0.9833671,0.0001611586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01146456,0.9846635,7.371787e-7,0.0001714989,0.0006297567,0.001138265,0.0002260708,0.00001074716,0.001694872],"genre_scores_gemma":[0.02644682,0.9729661,0.0001115779,0.00002911825,0.000104632,0.0001378743,0.00008262011,0.00002485677,0.00009637205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833019,"threshold_uncertainty_score":0.9068813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09069196248509113,"score_gpt":0.4312595032434425,"score_spread":0.3405675407583513,"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."}}