{"id":"W4205299622","doi":"10.1002/9780471420194.tnmc01.pub3","title":"Introduction","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; TNM staging system; Stage (stratigraphy); Oncology; Cancer; Neoplasm staging; Gynecology; Internal medicine; Biology","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":["insufficient_payload"],"category_scores_codex":[0.001560937,0.001009964,0.0006002386,0.001747452,0.00140142,0.004449575,0.001821656,0.001976779,0.5962451],"category_scores_gemma":[0.006669377,0.0002646501,0.0008356574,0.001325456,0.0006047642,0.002727115,0.002699864,0.002087708,0.393553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754239,"about_ca_system_score_gemma":0.00398346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562919,"about_ca_topic_score_gemma":0.003578444,"domain_scores_codex":[0.9985966,0.0001948852,0.0001098869,0.0002631812,0.0006665629,0.0001689757],"domain_scores_gemma":[0.9974,0.0003302624,0.0001109855,0.0002500803,0.001381792,0.0005268497],"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":[0.00005676383,0.00004603192,0.0004905199,0.0003401702,0.000006168289,0.0002378559,0.0001060391,0.00008259915,0.000171885,0.01174702,0.8578272,0.1288878],"study_design_scores_gemma":[0.000006233637,0.00001054741,0.0002398942,0.0002620801,0.000002859183,0.0002350678,0.00005637734,0.00001896598,0.00007002964,0.002372372,0.9967212,0.00000442249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001736667,0.007395023,0.006978819,0.0203179,0.01781005,0.0004648521,0.02364877,0.002264762,0.9193831],"genre_scores_gemma":[0.01069189,0.007844845,0.005239681,0.009659922,0.003994249,0.0004730185,0.02235273,0.001260132,0.9384835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4037549,"threshold_uncertainty_score":0.5759073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114168431823088,"score_gpt":0.2992290266587198,"score_spread":0.287812183476411,"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."}}