{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002990774,0.0001263668,0.0001045246,0.00004630256,0.00003222464,0.00001190844,0.0001989642,0.0002549038,0.004613802],"category_scores_gemma":[0.00006690076,0.0001277088,0.00004674537,0.00001713284,0.00006553281,4.595153e-7,0.00006747332,0.00007900137,0.0001428028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182887,"about_ca_system_score_gemma":0.0001178755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415737,"about_ca_topic_score_gemma":0.0004333568,"domain_scores_codex":[0.9994554,0.00001213275,0.00006549362,0.0002964798,0.00006696453,0.0001035101],"domain_scores_gemma":[0.9990875,9.760097e-7,0.0001285838,0.0007288907,0.00002767951,0.00002640104],"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":[0.000005048116,0.00002186531,0.000004595513,0.00001214173,0.00005086499,7.895677e-7,0.00000188175,0.000001975842,0.004216685,0.000006164746,0.9837409,0.01193715],"study_design_scores_gemma":[0.0001247135,0.00003349131,0.00003170638,0.00001945212,0.000018165,0.000007082163,0.000002643389,0.000002817279,0.002062545,0.000009562223,0.9975463,0.0001414883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002279445,0.006677534,0.0009055742,0.002787981,0.004033861,0.0003699595,0.005347092,0.00012744,0.9795226],"genre_scores_gemma":[0.0000918725,0.0006944004,0.003361628,0.0001211874,0.01614623,0.0000168187,0.008248753,0.0002207378,0.9710984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0138055,"threshold_uncertainty_score":0.9962961,"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."}}