{"id":"W1532585055","doi":"10.1001/jamaoto.2015.1351","title":"Early Oral Tongue Squamous Cell Carcinoma","year":2015,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute","keywords":"Tongue; Medicine; Neck dissection; Stage (stratigraphy); Retrospective cohort study; Basal cell; Glossectomy; Surgery; Lymphovascular invasion; Cancer; Internal medicine; Metastasis; 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":[0.0003653691,0.0002039185,0.0002307825,0.0003964265,0.0004265387,0.0003839874,0.0002142057,0.0002033298,0.00221883],"category_scores_gemma":[0.0015027,0.00009673821,0.0001708322,0.0004750872,0.0002675443,0.0002343163,0.0003102001,0.0002217551,0.0003805417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795937,"about_ca_system_score_gemma":0.0004501673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873535,"about_ca_topic_score_gemma":0.007075109,"domain_scores_codex":[0.9997943,0.00002957032,0.00002278963,0.00003004899,0.00007848642,0.00004476382],"domain_scores_gemma":[0.9991028,0.0001750025,0.0004186377,0.00004549514,0.000147948,0.0001101166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624543,0.00001883994,0.9914548,0.00003584204,0.00001153036,0.0009320985,0.00006053426,0.00002373392,0.0008487752,0.00001174136,0.0001957199,0.006244037],"study_design_scores_gemma":[0.000005121334,0.0001354555,0.995038,0.00002845469,0.00002969168,0.003319217,0.0001781813,0.00007304227,0.0003963727,0.00003430344,0.0007589507,0.000003341171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976272,0.000837943,0.0001469881,0.0000350038,0.00001099074,0.00001560032,0.0001643775,0.000009177341,0.001152722],"genre_scores_gemma":[0.9991327,0.0002393585,0.0001320273,0.00002700179,0.00001361412,0.000006737474,0.0001339959,0.000001536453,0.0003129767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002873535,"threshold_uncertainty_score":0.007422745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318897403476381,"score_gpt":0.2840078517548422,"score_spread":0.2408188777200784,"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."}}