{"id":"W2078872144","doi":"10.5489/cuaj.11134","title":"Prostate cancer screening: Canadian guidelines 2011","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; McGill University; Queen's University; University of Toronto; Western University","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Oncology; 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":[0.0119157,0.002242694,0.00418824,0.0274268,0.002767559,0.003007096,0.00515251,0.003326941,0.01954336],"category_scores_gemma":[0.03821779,0.001321683,0.002671959,0.03514962,0.001404826,0.001993761,0.002292558,0.002585218,0.004008825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04596946,"about_ca_system_score_gemma":0.2200277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8047726,"about_ca_topic_score_gemma":0.9060887,"domain_scores_codex":[0.989616,0.001643708,0.003558199,0.0004626222,0.004222108,0.00049731],"domain_scores_gemma":[0.9722844,0.003371386,0.003059659,0.0003166755,0.01985775,0.001110185],"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":[0.0001736122,0.00005876179,0.002356227,0.1570783,0.0004560273,0.0002771345,0.0005120082,0.0004523756,0.0002528869,0.003680014,0.5591701,0.2755325],"study_design_scores_gemma":[0.0004166015,0.00007189812,0.01660961,0.2023569,0.001694653,0.0005474039,0.0003989684,0.000271217,0.000214864,0.001592893,0.7756714,0.0001536291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001353692,0.8635532,0.003849114,0.03401325,0.003492642,0.009259047,0.04347257,0.0002926577,0.04071379],"genre_scores_gemma":[0.01220168,0.8901231,0.03802545,0.008117986,0.0007561723,0.009181517,0.02709212,0.0001236576,0.01437832],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1952274,"threshold_uncertainty_score":0.3927542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06605304095280046,"score_gpt":0.286001384914632,"score_spread":0.2199483439618315,"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."}}