{"id":"W2140059261","doi":"10.1016/j.ijrobp.2011.06.630","title":"Population-based Validation of the Bolla Study in T3-4 Prostate Cancer in British Columbia","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Comorbidity; Cancer registry; Androgen deprivation therapy; Population; Radiation therapy; Internal medicine; External beam radiotherapy; Cancer; Oncology","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":[0.002717108,0.0004810416,0.0007670727,0.001498493,0.003384729,0.001903033,0.002068819,0.0008156683,0.002218313],"category_scores_gemma":[0.009432787,0.0005882154,0.0006668564,0.003409112,0.001158794,0.0004385167,0.001523132,0.001066722,0.0005376181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007295239,"about_ca_system_score_gemma":0.006695984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.920173,"about_ca_topic_score_gemma":0.9553611,"domain_scores_codex":[0.9973717,0.0009037527,0.0002058103,0.0004784976,0.0005360901,0.0005041687],"domain_scores_gemma":[0.9955719,0.0008685365,0.0005124866,0.0007243998,0.001838756,0.000483966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003964814,0.00006404609,0.992731,0.00003021353,0.0002081207,0.0001072283,0.001282008,0.0001642874,0.0007788645,0.000146242,0.001262843,0.002828656],"study_design_scores_gemma":[0.00003289222,0.00003417781,0.9970289,0.00003188683,0.0001160828,0.00006822417,0.001115342,0.0002526213,0.0001357847,0.0000485422,0.001124106,0.00001150051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950101,0.000318689,0.0002682467,0.0001535041,0.00001610283,0.00007426256,0.001619974,0.00001731844,0.002521689],"genre_scores_gemma":[0.9980654,0.0001020773,0.0001715009,0.00007883691,0.000003247886,0.00004910567,0.0007939063,0.00001470802,0.0007212757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07982701,"threshold_uncertainty_score":0.1605942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327637993750619,"score_gpt":0.357195058176952,"score_spread":0.3239186782394458,"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."}}