{"id":"W1951861417","doi":"10.1186/bcr979","title":"Clinical trial update: National Cancer Institute of Canada","year":2005,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clinical trial; Adjuvant; Breast cancer; Oncology; Cancer; Internal medicine; Surgical oncology; Adjuvant chemotherapy; Radiation therapy; Hormonal therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006884307,0.0001461091,0.0002332186,0.00006125175,0.0001645156,0.00001356918,0.0003150183,0.0001104642,0.0003134788],"category_scores_gemma":[0.0001084392,0.0001303117,0.00008969891,0.0002284607,0.0003487435,0.00001001638,0.0002206822,0.0002147514,0.000006736045],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211357,"about_ca_system_score_gemma":0.006427765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2492751,"about_ca_topic_score_gemma":0.6886741,"domain_scores_codex":[0.9977221,0.0001344276,0.0003787681,0.0004386095,0.0008765819,0.0004494822],"domain_scores_gemma":[0.9985796,0.00003654681,0.00009236432,0.000270877,0.0008729203,0.0001477256],"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":[0.05433712,0.001097807,0.07410358,0.00009700852,0.001554158,0.00001353343,0.00007959767,0.00117568,0.005077376,0.001077752,0.6161816,0.2452049],"study_design_scores_gemma":[0.02613838,0.0001652747,0.1406703,0.00006987402,0.00003403169,0.00002236851,0.00004842319,0.0000327575,0.008071487,0.00006569461,0.8243594,0.0003220319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716043,0.003641417,0.00001483454,0.01798527,0.001351602,0.0005653439,0.001515401,0.0000113676,0.003310486],"genre_scores_gemma":[0.9926173,0.001521122,0.0001340751,0.0004326643,0.003842665,0.0003619213,0.0000666558,0.00002178632,0.001001782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439399,"threshold_uncertainty_score":0.9992049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867998463821659,"score_gpt":0.4521245343821458,"score_spread":0.36532468799998,"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."}}