{"id":"W2601227959","doi":"10.1038/pcan.2017.8","title":"Patient selection for prostate focal therapy in the era of active surveillance: an International Delphi Consensus Project","year":2017,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Delphi method; Prostate; Biopsy; Prostate biopsy; Medical physics; Radiology; Cancer; Internal medicine","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":[0.1704628,0.0005269902,0.0009167303,0.002233893,0.00283955,0.002770101,0.001867289,0.001834402,0.0029153],"category_scores_gemma":[0.11872,0.0004516504,0.001523935,0.001645517,0.001602442,0.002471972,0.00673749,0.003459966,0.0003625522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005608961,"about_ca_system_score_gemma":0.02904043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635945,"about_ca_topic_score_gemma":0.006142742,"domain_scores_codex":[0.8882699,0.08897715,0.01126797,0.001881244,0.005884772,0.00371904],"domain_scores_gemma":[0.8708767,0.08798856,0.005028145,0.003420545,0.02650305,0.006183065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002021083,0.0008678754,0.09886577,0.01116289,0.001128328,0.001089287,0.09085958,0.003954404,0.003567624,0.01630274,0.07757698,0.6926034],"study_design_scores_gemma":[0.001835983,0.002601719,0.1731577,0.05704704,0.002186483,0.004433198,0.3089078,0.02312524,0.006548154,0.04598534,0.3732405,0.0009307265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6208102,0.01692221,0.08434303,0.178095,0.002881611,0.03382804,0.001782679,0.0002158079,0.0611215],"genre_scores_gemma":[0.9012053,0.005862543,0.06856649,0.01057816,0.0004083815,0.01116886,0.0008747176,0.00007815639,0.001257525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704628,"threshold_uncertainty_score":0.9015043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165717327410852,"score_gpt":0.3553475748368276,"score_spread":0.3236904015627191,"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."}}