{"id":"W2018300350","doi":"10.1017/s0266462300105070","title":"SCREENING AND CLINICAL MANAGEMENT OF PROSTATE CANCER","year":2001,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Family medicine; Prostate cancer screening; Test (biology); Population; Clinical Practice; Cancer; Clinical trial; Gynecology; Public health; Randomized controlled trial; Affect (linguistics); Environmental health; Prostate-specific antigen; Nursing; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002164956,0.0001227069,0.0001494144,0.0006331562,0.0002754739,0.0006424246,0.0002712702,0.0002946401,0.001720679],"category_scores_gemma":[0.011166,0.00005457876,0.0000864533,0.000733633,0.0006319926,0.0003982444,0.0003819761,0.0003671183,0.000258935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082674,"about_ca_system_score_gemma":0.002764202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474259,"about_ca_topic_score_gemma":0.004707237,"domain_scores_codex":[0.9973952,0.001638752,0.0001482834,0.00009580618,0.0006199936,0.0001020415],"domain_scores_gemma":[0.9971924,0.001034499,0.0009191144,0.00004891023,0.0005618364,0.0002432008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002389749,0.0006986235,0.4373763,0.001489769,0.00005040339,0.0003321067,0.0008409326,0.0006690926,0.0007114999,0.002480889,0.01026415,0.5448472],"study_design_scores_gemma":[0.0000513724,0.0008960275,0.945581,0.001152299,0.00005474142,0.004067396,0.001442799,0.0007021464,0.0005622557,0.003107247,0.04235065,0.00003208402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6050432,0.2428573,0.00835306,0.05304898,0.0007488744,0.0005971724,0.0007787897,0.0001459384,0.0884266],"genre_scores_gemma":[0.9657874,0.02656924,0.003800028,0.001562588,0.0005356795,0.0001038785,0.0003414617,0.000005246016,0.001294561],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004474259,"threshold_uncertainty_score":0.01144952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224815445383754,"score_gpt":0.4652753903089452,"score_spread":0.4330272358551076,"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."}}