{"id":"W1981970867","doi":"10.1002/cncr.21887","title":"The “y” symbol: An important classification tool for neoadjuvant cancer treatment","year":2006,"lang":"en","type":"review","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Adjuvant therapy; Cancer; Neoadjuvant therapy; Disease; Breast cancer; Radiology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001633933,0.0006395149,0.001755153,0.00007607329,0.0002597591,0.0000698903,0.000203318,0.0003238244,0.0001757282],"category_scores_gemma":[0.00002886433,0.0003350052,0.0008623424,0.0002847619,0.0001094218,0.00006395201,0.00002577449,0.0001999447,0.00001713524],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004062513,"about_ca_system_score_gemma":0.001910287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007113704,"about_ca_topic_score_gemma":0.001115369,"domain_scores_codex":[0.9973627,0.0000812886,0.000888778,0.0007863517,0.0003227021,0.000558141],"domain_scores_gemma":[0.9979656,0.0002742465,0.0005572753,0.0008248264,0.0001780219,0.0001999782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001647489,0.0001797756,0.0003352871,0.001783335,0.0006179351,0.00002094273,0.00002253195,9.092079e-7,0.00000143412,0.000121465,0.002297286,0.9944543],"study_design_scores_gemma":[0.001207505,0.0006119514,0.0006872076,0.00319801,0.003982475,0.00002217334,0.000009273393,0.00006072293,0.000008241127,0.00003181691,0.9898294,0.0003511759],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002540766,0.9915961,0.000008711286,0.0002889351,0.00115261,0.005140826,0.0008920375,0.0001031069,0.0005636235],"genre_scores_gemma":[0.00008268958,0.965234,0.0000502843,0.00007549629,0.001463705,0.02415493,0.0007491272,0.000136093,0.008053657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941032,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435777757043523,"score_gpt":0.4482228027975432,"score_spread":0.3046450270931909,"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."}}