{"id":"W2013141246","doi":"10.1002/ssu.10019","title":"New TNM staging criteria for head and neck tumors","year":2003,"lang":"en","type":"review","venue":"Seminars in Surgical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Head and neck cancer; Cancer staging; Cancer; Radiation therapy; Head and neck; Stage (stratigraphy); Disease; TNM staging system; Palpation; Radiology; Surgery; Staging system; Pathology; 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":[0.002026476,0.0009927162,0.0009094242,0.003993562,0.0006596005,0.0007975951,0.00139692,0.0007989438,0.005824754],"category_scores_gemma":[0.002577914,0.0001751955,0.001041629,0.003292412,0.0005471892,0.0009038342,0.0008917553,0.00167032,0.003040278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801221,"about_ca_system_score_gemma":0.004352801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043976,"about_ca_topic_score_gemma":0.01526795,"domain_scores_codex":[0.9989097,0.0002277643,0.0001775235,0.00007547949,0.0004595216,0.0001500027],"domain_scores_gemma":[0.9992538,0.00009319017,0.0001016834,0.00001758951,0.0004664003,0.00006732513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295411,0.00003352293,0.006215175,0.002491042,0.00009235177,0.001215033,0.0004054612,0.001123601,0.002558802,0.008421273,0.5341065,0.4432077],"study_design_scores_gemma":[0.00003895418,0.00006819351,0.005632847,0.001560698,0.00007303929,0.003288794,0.0001707365,0.000506647,0.0002061327,0.003276125,0.9851477,0.00003019478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01126352,0.7348218,0.04993023,0.01933135,0.03800826,0.005138152,0.01852532,0.001156498,0.1218249],"genre_scores_gemma":[0.09080311,0.5538554,0.1378525,0.01435214,0.01379509,0.007548727,0.09117172,0.0003873013,0.09023415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01043976,"threshold_uncertainty_score":0.02075797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08677556713923175,"score_gpt":0.4534292415006327,"score_spread":0.3666536743614009,"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."}}