{"id":"W2162987544","doi":"10.1002/hed.23001","title":"Outcomes of squamous cell cancer of the oral tongue managed at the princess margaret hospital","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Tongue; Proportional hazards model; Basal cell; Internal medicine; Cancer; Survival analysis; Head and neck cancer; Radiation therapy; Surgery; Head and neck; Log-rank test; 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":[0.0002331519,0.0001652722,0.0001908566,0.0005199492,0.0006178454,0.0004762085,0.000251227,0.0002721777,0.001302795],"category_scores_gemma":[0.001258988,0.0001623318,0.0002019605,0.0006806737,0.0002956762,0.0002940956,0.0004313568,0.0002634033,0.0001961482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384095,"about_ca_system_score_gemma":0.0007620818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481572,"about_ca_topic_score_gemma":0.01016852,"domain_scores_codex":[0.9997391,0.00004842192,0.00002586446,0.00002634035,0.00007399673,0.00008625746],"domain_scores_gemma":[0.9992412,0.000104735,0.0004021273,0.00001830957,0.00007440729,0.0001591941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009698849,0.00003406003,0.9939558,0.00002656007,0.00003231551,0.001119301,0.0002358343,0.00009449892,0.0003344216,0.00001820154,0.0003632858,0.003688713],"study_design_scores_gemma":[0.0000199944,0.0002507571,0.9949142,0.00003019986,0.00003432482,0.0030066,0.0006766118,0.0001685348,0.0002552565,0.0000368501,0.0005996072,0.000007084402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993223,0.0002234333,0.00002119902,0.00006597045,0.000003346532,0.000006168678,0.00008289223,0.000001374941,0.0002733062],"genre_scores_gemma":[0.9994277,0.0001791985,0.00002889939,0.00003275777,0.000009511658,0.000008039863,0.0001800142,0.000001044882,0.0001328669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00481572,"threshold_uncertainty_score":0.009575367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332325659682373,"score_gpt":0.3087772579164015,"score_spread":0.2854540013195778,"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."}}