{"id":"W7074255864","doi":"","title":"Waiting Time for Radiation Therapy in Breast Cancer Patients in Quebec from 1992 to 1998: A study of surgically treated breast cancer patients in Quebec documents and helps to explain increased waiting times for radiation therapy.","year":2006,"lang":"en","type":"article","venue":"PubMed Central","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation therapy; Breast cancer; Confidence interval; Chemotherapy; Breast-conserving surgery; Cancer; Systemic therapy; Retrospective cohort study; Mastectomy; Cancer registry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598412,0.0002358841,0.000421114,0.0001996511,0.00007061524,0.0001165604,0.0001341604,0.00007697923,0.00009117236],"category_scores_gemma":[0.00002085817,0.0002065367,0.00004054779,0.0002964636,0.00001395732,0.0003871589,0.00001226746,0.00005115307,0.000001511555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356939,"about_ca_system_score_gemma":0.00009142725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9468833,"about_ca_topic_score_gemma":0.7766535,"domain_scores_codex":[0.997719,0.0001959659,0.0005879223,0.0004316633,0.0002617267,0.0008036874],"domain_scores_gemma":[0.9992642,0.0001880805,0.0002205909,0.00009668917,0.00005074489,0.000179721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001520727,0.0004333961,0.862802,0.00001156863,0.00002964025,8.493859e-7,0.001612058,0.002494978,0.0001900898,0.000001464111,0.00008534954,0.1308178],"study_design_scores_gemma":[0.007536403,0.0001498491,0.9884825,0.00005323815,0.00001160835,5.972458e-8,0.00007388319,0.002942404,0.0003280948,0.00002064706,0.0001713248,0.0002299232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918026,0.00008322411,0.000001186039,0.0001475883,0.0001770135,0.003567505,0.004197766,0.00001424515,0.000008917688],"genre_scores_gemma":[0.9974314,0.00005952294,0.00001582572,0.00008762225,0.0001954338,0.0005241307,0.001636787,0.00001415477,0.00003509864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702298,"threshold_uncertainty_score":0.8422322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005782788475792906,"score_gpt":0.2019176687743483,"score_spread":0.1961348802985554,"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."}}