{"id":"W2080672653","doi":"10.5489/cuaj.218","title":"Canadian Prostate Brachytherapy in 2012","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; BC Cancer Agency","funders":"","keywords":"Brachytherapy; Medicine; Prostate cancer; Prostate brachytherapy; Dose rate; Prostate; External beam radiation; Radiation therapy; Urology; Medical physics; Radiology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001249046,0.0007084119,0.0004614943,0.003442376,0.002213403,0.002078836,0.001135182,0.000812633,0.02230724],"category_scores_gemma":[0.002485852,0.000316659,0.0006192573,0.004569062,0.000581862,0.0004477785,0.0008273725,0.001098403,0.003970831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04042144,"about_ca_system_score_gemma":0.08303399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387565,"about_ca_topic_score_gemma":0.9752874,"domain_scores_codex":[0.998565,0.0000552174,0.00005553887,0.0001247149,0.001039192,0.0001602843],"domain_scores_gemma":[0.9978503,0.00005050357,0.00006105788,0.00004042339,0.001711396,0.000286387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001611874,0.00003706085,0.002912809,0.0008501891,0.0000459765,0.0004590627,0.0002511533,0.0004995817,0.001132122,0.009446686,0.6613821,0.3228221],"study_design_scores_gemma":[0.000007194355,0.00001150354,0.003153584,0.000144901,0.000013585,0.0002268462,0.00002805656,0.00006281133,0.0002672863,0.0001274251,0.9959465,0.00001034891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01663579,0.3202044,0.005531839,0.0392452,0.01770898,0.0007247141,0.04228553,0.001097023,0.5565665],"genre_scores_gemma":[0.1048016,0.2668171,0.01249745,0.01483999,0.002789732,0.0003144819,0.03466576,0.0005916312,0.5626823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06124347,"threshold_uncertainty_score":0.2932795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009526144829286322,"score_gpt":0.2272701394997477,"score_spread":0.2177439946704614,"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."}}