{"id":"W2603987531","doi":"10.1016/j.urology.2017.03.020","title":"Commentary on: Padeliporfin Vascular-targeted Photodynamic Therapy Versus Active Surveillance in Men With Low-risk Prostate Cancer (CLIN1001 PCM301): An Open-label, Phase 3, Randomized Controlled Trial","year":2017,"lang":"en","type":"letter","venue":"Urology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Photodynamic therapy; Prostate cancer; Randomized controlled trial; Photosensitizer; Internal medicine; Oncology; Prostate; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007500273,0.001022959,0.00321217,0.0009299585,0.003211951,0.003081166,0.00249346,0.04037192,0.01074158],"category_scores_gemma":[0.0352507,0.0008418358,0.002164645,0.001381742,0.002193321,0.002589974,0.001194621,0.02957154,0.0100446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005685281,"about_ca_system_score_gemma":0.00723893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005797638,"about_ca_topic_score_gemma":0.01048703,"domain_scores_codex":[0.9945472,0.002432812,0.0007153183,0.0006101389,0.001227911,0.0004665843],"domain_scores_gemma":[0.9824994,0.01133403,0.001578061,0.0003221346,0.002585273,0.001681103],"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":[0.0004543405,0.00003642016,0.0002707488,0.0001503262,0.00004180927,0.0002082683,0.0000390997,0.00004306274,0.00007261015,0.0006215866,0.991331,0.006730697],"study_design_scores_gemma":[0.004571993,0.0005800582,0.001964096,0.001805211,0.0004405118,0.0007086879,0.0003335191,0.001041184,0.000565962,0.009442123,0.9784014,0.0001451274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004110258,0.001237495,0.00008295194,0.9669815,0.02888009,0.00005626668,0.0004375789,0.00004069321,0.001872429],"genre_scores_gemma":[0.002383748,0.0008448618,0.0002018754,0.9469692,0.04539026,0.000156782,0.0001235927,0.00003139309,0.003898285],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04037192,"threshold_uncertainty_score":0.04124981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102422365761542,"score_gpt":0.3311316588060229,"score_spread":0.3101074351484075,"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."}}