{"id":"W4235863592","doi":"10.1002/9780471420194.tnmc66","title":"Essential <scp>TNM</scp>","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Stage (stratigraphy); Coding (social sciences); Computational biology; Computer science; Biology; Mathematics; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001499315,0.0006934461,0.0004962587,0.003544571,0.0005653538,0.001980862,0.001013259,0.0008853361,0.583797],"category_scores_gemma":[0.01181623,0.0002997309,0.0004454075,0.004191232,0.0005160086,0.001832975,0.001647566,0.001241424,0.243411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053158,"about_ca_system_score_gemma":0.002239826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005740819,"about_ca_topic_score_gemma":0.01073529,"domain_scores_codex":[0.9988227,0.0001723822,0.0002201287,0.00009151736,0.0005183803,0.0001747128],"domain_scores_gemma":[0.9927415,0.001555515,0.0008449518,0.0006135959,0.003142784,0.001101698],"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":[0.00004775529,0.000006387405,0.0004142194,0.0002594577,0.00000257334,0.00006396948,0.0000185409,0.00004635483,0.0001630234,0.001530904,0.9801376,0.01730914],"study_design_scores_gemma":[0.00002705171,0.00001294595,0.002407574,0.000377957,0.000003658258,0.0002111231,0.0000381099,0.0001263787,0.0003507935,0.002537647,0.9938951,0.00001167568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001846381,0.0008850443,0.003901901,0.006072278,0.002811037,0.0007883474,0.4713055,0.005357297,0.5070321],"genre_scores_gemma":[0.02074878,0.00222796,0.01162006,0.006539887,0.002602082,0.001287597,0.5065852,0.01091725,0.4374712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.583797,"threshold_uncertainty_score":0.5936631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525869588428432,"score_gpt":0.3620206315303994,"score_spread":0.3467619356461151,"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."}}