{"id":"W3022326247","doi":"10.1016/j.ijrobp.2006.07.622","title":"2216","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Urology; Prostate; Population; Nuclear medicine; Implant; Prostate brachytherapy; Stage (stratigraphy); Surgery; Radiation therapy; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000298518,0.0008003631,0.0003711814,0.00151957,0.001139065,0.002309185,0.0006974868,0.001366347,0.845513],"category_scores_gemma":[0.000937386,0.0002539164,0.0003688357,0.001122965,0.0004025372,0.0009860026,0.001252303,0.0007532563,0.8122002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514149,"about_ca_system_score_gemma":0.0007485492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196522,"about_ca_topic_score_gemma":0.003070536,"domain_scores_codex":[0.9997508,0.00002640318,0.00001710626,0.00006321424,0.0001061606,0.00003623482],"domain_scores_gemma":[0.9994667,0.00008153285,0.00002193659,0.00008856707,0.0002289087,0.0001124103],"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":[0.0001101604,0.0001839754,0.001298815,0.0001905164,0.0000193601,0.0002307752,0.00009781939,0.0001968788,0.005060997,0.01274353,0.5447254,0.4351418],"study_design_scores_gemma":[0.000009275278,0.00002619751,0.0008482318,0.00005651931,0.000008133066,0.0003668244,0.00004259724,0.0001095458,0.0006734713,0.0008716346,0.996983,0.000004639074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001313262,0.0006066452,0.001271412,0.0009238854,0.0009120861,0.00006141297,0.0007219298,0.0004403025,0.993749],"genre_scores_gemma":[0.00253335,0.0003778269,0.0003855168,0.0004010104,0.0001396853,0.00002372291,0.0007261429,0.00007721451,0.9953355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.154487,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808744111005756,"score_gpt":0.3318027517551277,"score_spread":0.3137153106450702,"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."}}