{"id":"W2600976514","doi":"","title":"The Quebec PROCURE Prostate Cancer Biobank: A unique resource for comprehensive studies of the disease","year":2016,"lang":"en","type":"article","venue":"Journal of Tissue Science & Engineering","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biobank; Prostate cancer; Disease; Resource (disambiguation); Medicine; Cancer; Business; Bioinformatics; Pathology; Computer science; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004235886,0.00008927718,0.0001816026,0.00009075535,0.0001834517,0.00002179348,0.0002672801,0.00001490174,0.000001371138],"category_scores_gemma":[0.0005062819,0.00003220183,0.00007546378,0.0003512185,0.0005158974,0.0001409203,0.00007208285,0.0001019376,2.168768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785856,"about_ca_system_score_gemma":0.0007580284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000153021,"about_ca_topic_score_gemma":0.00002318991,"domain_scores_codex":[0.9989392,0.00001413339,0.0002305253,0.0001040826,0.000452086,0.000260037],"domain_scores_gemma":[0.9986007,0.0001807185,0.0001628554,0.0001723775,0.0007477903,0.0001355964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001325546,0.00009012144,0.009964722,0.0006452611,0.0003944115,0.00004460166,0.003674254,0.002438987,0.9368421,0.001610065,0.004153588,0.03881629],"study_design_scores_gemma":[0.004039401,0.001441424,0.07087465,0.005645125,0.0002702268,0.00008122603,0.00188481,0.0004629365,0.60452,0.0003136556,0.3102146,0.0002519326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956385,0.02305534,0.0001656395,0.01915287,0.0003925816,0.0008072803,0.00002178067,0.00001172002,0.000007783586],"genre_scores_gemma":[0.9964762,0.001537345,0.0002389931,0.00003176167,0.0001438018,0.00003972246,1.017062e-7,0.00001071516,0.001521348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3323222,"threshold_uncertainty_score":0.1900845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984738550295137,"score_gpt":0.3716228182116795,"score_spread":0.3317754327087282,"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."}}