{"id":"W1978640362","doi":"10.1016/j.oraloncology.2010.11.003","title":"Outcome of oral tongue squamous cell carcinoma in patients with and without known risk factors","year":2010,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Tongue; Risk factor; Internal medicine; Basal cell; Cancer; Carcinoma; Disease; Tongue Neoplasm; Gastroenterology; Surgery; Oncology; Pathology","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":[0.0006187647,0.0003705323,0.0006791496,0.001367285,0.0008707254,0.001034723,0.0004083032,0.0006997475,0.002104333],"category_scores_gemma":[0.002514374,0.0002692226,0.001204733,0.001296057,0.0005147113,0.0009928751,0.0009107218,0.0007188699,0.00033829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009159112,"about_ca_system_score_gemma":0.0006458705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525206,"about_ca_topic_score_gemma":0.01421475,"domain_scores_codex":[0.9994874,0.00009905541,0.00005431242,0.00007465195,0.00006161604,0.0002229049],"domain_scores_gemma":[0.9991162,0.0002381021,0.0002306366,0.00005538213,0.0001302248,0.0002294672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001753789,0.000110981,0.995673,0.00002617929,0.0001657848,0.0002269648,0.0002590606,0.00004442956,0.0001714823,0.00003702509,0.000127752,0.001403502],"study_design_scores_gemma":[0.00003656634,0.0006372562,0.9973806,0.00001046486,0.0001799225,0.0002829628,0.001023016,0.00006341416,0.00006060389,0.00005764346,0.0002552836,0.00001223891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983048,0.0005463124,0.00001257977,0.0000287041,0.00001085213,0.000005976823,0.0003345061,0.000001124179,0.000755108],"genre_scores_gemma":[0.9987277,0.0002768595,0.000007847273,0.00003155267,0.00001898777,0.000006487763,0.0005559628,0.000001587923,0.000372988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525206,"threshold_uncertainty_score":0.03032655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190105023658648,"score_gpt":0.3121875489933434,"score_spread":0.2902864987567569,"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."}}