{"id":"W2255756510","doi":"10.1023/a:1008391401404","title":"Breast cancer in women ≤35 years: Review of 1002 cases from a single institution","year":2000,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Mastectomy; Cancer; Cohort; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008115721,0.00008505485,0.0002887348,0.0000273991,0.00001045552,9.979175e-7,0.00008172497,0.00008234373,0.0005119049],"category_scores_gemma":[0.00002336993,0.00008114022,0.00005206883,0.00008989232,0.0001244133,0.000004103274,0.00003461309,0.00003345871,0.000005099185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004355616,"about_ca_system_score_gemma":0.0001390584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609173,"about_ca_topic_score_gemma":0.0005849581,"domain_scores_codex":[0.9993206,0.00005861365,0.000232491,0.000172285,0.00006097962,0.0001550091],"domain_scores_gemma":[0.999621,0.00001953432,0.0001038085,0.0001556393,0.00006999339,0.0000300593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008381648,0.0008442875,0.005911686,0.0003113751,0.0002525929,0.00003623851,0.0003531385,0.0000309895,0.0185013,0.00001113354,0.005205328,0.9677038],"study_design_scores_gemma":[0.003675997,0.002821513,0.5591931,0.004529288,0.000118205,0.0001675064,0.0002797513,0.000002929626,0.04566832,0.0002149429,0.3828545,0.0004739714],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962552,0.034164,9.33825e-7,0.001195932,0.00004923959,0.0001027936,0.0003488562,0.000003027323,0.00158326],"genre_scores_gemma":[0.9140356,0.08451849,0.00004613765,0.001190249,0.000079912,0.00005228992,0.00003085153,0.000005913563,0.00004052894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9672298,"threshold_uncertainty_score":0.5604999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058393730972101,"score_gpt":0.3495617422995042,"score_spread":0.3089778049897832,"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."}}