{"id":"W2964720119","doi":"10.1002/cncr.32199","title":"Early squamous cell carcinoma of the oral tongue with histologically benign lymph nodes: A model predicting local control and vetting of the eighth edition of the American Joint Committee on Cancer pathologic T stage","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute","keywords":"Medicine; Vetting; Basal cell; Tongue; Cancer; Lymph; Pathology; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003318906,0.0008142448,0.0006654324,0.001401484,0.0004404983,0.001368913,0.001051367,0.0006310374,0.001593395],"category_scores_gemma":[0.003233552,0.0003303174,0.001245467,0.0006649791,0.0002755722,0.0002949045,0.0007310403,0.0009868094,0.0003223142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035824,"about_ca_system_score_gemma":0.001583104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212117,"about_ca_topic_score_gemma":0.006672097,"domain_scores_codex":[0.9995684,0.0001800192,0.00002572745,0.000112288,0.00005162706,0.00006189774],"domain_scores_gemma":[0.997826,0.001369712,0.0003010327,0.00007979485,0.0001716966,0.0002517003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001647451,0.0005109128,0.8759636,0.00005100131,0.000720013,0.0003652379,0.0001012172,0.09969492,0.0004003958,0.000305793,0.002230799,0.0180088],"study_design_scores_gemma":[0.0001137176,0.0004063671,0.08835711,0.00003865612,0.000412644,0.0002133897,0.0001147456,0.9092185,0.0001140769,0.0006475889,0.0003414546,0.00002170373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923613,0.0004723917,0.005436189,0.0005240371,0.00005094975,0.00004831578,0.0004087406,0.00006197317,0.0006361261],"genre_scores_gemma":[0.9976141,0.0001192859,0.001192036,0.00002413261,0.000032385,0.00003163583,0.0005355512,0.000007674117,0.0004431445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212117,"threshold_uncertainty_score":0.02410126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866499626760188,"score_gpt":0.2483463173947074,"score_spread":0.2296813211271056,"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."}}