{"id":"W4247167147","doi":"10.5489/cuaj.656","title":"Prostate cancer screening: Canadian guidelines 2011","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"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; 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":[0.01119597,0.002360201,0.005461823,0.02895691,0.003105561,0.002918821,0.005404475,0.003227225,0.01951576],"category_scores_gemma":[0.03721596,0.001461413,0.004202262,0.03626427,0.001639912,0.00202035,0.002518186,0.003545491,0.003953123],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04977624,"about_ca_system_score_gemma":0.2187557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8462526,"about_ca_topic_score_gemma":0.9295156,"domain_scores_codex":[0.988871,0.001535879,0.004105091,0.0005195053,0.004409829,0.0005585716],"domain_scores_gemma":[0.9675652,0.004647746,0.003898252,0.0003970413,0.02219195,0.00129981],"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":[0.00025775,0.00006723504,0.002108013,0.2449267,0.0008427235,0.0001680132,0.0004586033,0.0004943692,0.0002407442,0.002962785,0.516246,0.231227],"study_design_scores_gemma":[0.0005421141,0.00008365259,0.02133344,0.3346923,0.003872804,0.0003365276,0.0004120446,0.0002127081,0.0002320834,0.00160082,0.6364817,0.0001998197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001129317,0.8411037,0.002878308,0.02578926,0.003485778,0.009549252,0.08330546,0.0003300713,0.0324288],"genre_scores_gemma":[0.01005782,0.9027617,0.02607954,0.00682197,0.0005703039,0.007918346,0.0360308,0.0001368566,0.009622557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9502237,"threshold_uncertainty_score":0.3611536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468230558622191,"score_gpt":0.2790201006069407,"score_spread":0.2443377950207188,"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."}}