{"id":"W2789393511","doi":"10.1016/j.canrad.2017.08.112","title":"Phyllodes tumors of the breast: The British Columbia Cancer Agency experience","year":2018,"lang":"en","type":"article","venue":"Cancer/Radiothérapie","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Agency (philosophy); Breast cancer; Medicine; Oncology; Gynecology; Cancer; Internal medicine; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002809263,0.0003537443,0.0001564031,0.0007362257,0.003264653,0.00094067,0.0005514832,0.0007201991,0.003317898],"category_scores_gemma":[0.000874062,0.0002064709,0.0001270721,0.0013663,0.000827201,0.0003357033,0.001072628,0.0008530502,0.0004896121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006559139,"about_ca_system_score_gemma":0.01025212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7745045,"about_ca_topic_score_gemma":0.9355743,"domain_scores_codex":[0.9997159,0.00002932014,0.00001276866,0.00002697152,0.00009568363,0.0001193757],"domain_scores_gemma":[0.9993933,0.00005820226,0.00004969807,0.00003116103,0.0001717004,0.0002959142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008500848,0.001002094,0.7200978,0.0002049541,0.00008336375,0.09104504,0.009341593,0.000797332,0.005561459,0.001850629,0.01755091,0.1516148],"study_design_scores_gemma":[0.0001158096,0.0004353938,0.8494949,0.0002579227,0.0001317181,0.07904004,0.01779142,0.0008892704,0.001746064,0.0005393778,0.04947891,0.00007930767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566898,0.003198099,0.000173724,0.002342569,0.00004513095,0.00007954073,0.0005727681,0.00001808572,0.03688014],"genre_scores_gemma":[0.9848496,0.004235368,0.0002191821,0.0006394899,0.00002707822,0.00001580438,0.0003212343,0.00001693583,0.009675334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7745045,"threshold_uncertainty_score":0.453647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410665603045024,"score_gpt":0.2677534819039912,"score_spread":0.2536468258735409,"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."}}