{"id":"W1484814684","doi":"10.1002/cncr.23827","title":"Currently used criteria for active surveillance in men with low‐risk prostate cancer","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fonds de Recherche du Québec - Santé; Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Watchful waiting; Gynecology; Cancer; Oncology; Medical physics; 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":[0.01908979,0.0004719585,0.0004567983,0.003485027,0.0005579234,0.001304369,0.001678935,0.0007997379,0.0008038871],"category_scores_gemma":[0.06449589,0.0001900991,0.0006842717,0.00224892,0.000718386,0.0009039208,0.001233649,0.0006535209,0.0001656874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008868103,"about_ca_system_score_gemma":0.000818256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751962,"about_ca_topic_score_gemma":0.004941515,"domain_scores_codex":[0.9820126,0.008500976,0.003435196,0.001036625,0.004620512,0.0003940869],"domain_scores_gemma":[0.9283859,0.02535402,0.03203145,0.003685347,0.009604573,0.0009387136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248285,0.00001427091,0.9878166,0.0001529948,0.00008449926,0.00003706241,0.0002611151,0.0001408189,0.00008088723,0.000229757,0.0008097028,0.01024741],"study_design_scores_gemma":[0.00005814144,0.0002743121,0.9823022,0.000813831,0.0002486169,0.002566292,0.001042413,0.003361652,0.001037494,0.001065044,0.00719143,0.00003857955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588151,0.02289806,0.006537377,0.001837373,0.0004017773,0.0002767378,0.002043924,0.00005899183,0.007130664],"genre_scores_gemma":[0.9940435,0.0007565482,0.003558392,0.0002862437,0.00007780935,0.00008975399,0.001056497,0.000008491527,0.0001227637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908979,"threshold_uncertainty_score":0.1009576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841231747068557,"score_gpt":0.3336437310002291,"score_spread":0.3052314135295435,"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."}}