{"id":"W2148935883","doi":"10.1038/aja.2013.70","title":"PSA screening for prostate cancer: why so much controversy?","year":2013,"lang":"en","type":"article","venue":"Asian Journal of Andrology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Stage (stratigraphy); Oncology; Cancer; Randomized controlled trial; Internal medicine; Prostate-specific antigen; Gynecology; Confidence interval; Prostate cancer screening; Clinical trial; Cancer screening","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":[0.05735184,0.001225779,0.004622374,0.004061497,0.002906626,0.007673463,0.004793624,0.01907179,0.005735345],"category_scores_gemma":[0.1600551,0.0007523782,0.002763865,0.005247965,0.01924879,0.01599407,0.004388209,0.02768528,0.002599198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003672971,"about_ca_system_score_gemma":0.005628661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696862,"about_ca_topic_score_gemma":0.003497005,"domain_scores_codex":[0.9769748,0.01242566,0.002664952,0.002773389,0.004480955,0.0006801529],"domain_scores_gemma":[0.7387732,0.2173113,0.005318628,0.005686339,0.02725958,0.005650975],"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":[0.0006462139,0.0001403111,0.00300346,0.007978935,0.0007223868,0.0005712978,0.001745105,0.0002625037,0.0003172882,0.04294154,0.5305161,0.4111547],"study_design_scores_gemma":[0.0004162785,0.0002835127,0.005572736,0.0180051,0.0004600149,0.001666975,0.004229138,0.0003727561,0.0002021297,0.154239,0.8143781,0.0001741721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003220143,0.3064249,0.0004123396,0.6703107,0.02175521,0.000009206548,0.00005138625,0.0000202951,0.0006941201],"genre_scores_gemma":[0.01207829,0.2873163,0.001052564,0.520948,0.1776249,0.00005222277,0.0001115662,0.00006976626,0.0007463465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05735184,"threshold_uncertainty_score":0.3033091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510532323758065,"score_gpt":0.2864354973635104,"score_spread":0.2713301741259297,"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."}}