{"id":"W3199959072","doi":"","title":"Diagnosis of \"cribriform\" prostatic adenocarcinoma: an interobserver reproducibility study among urologic pathologists with recommendations.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cribriform; Medicine; Prostate; Radiology; Prostatic adenocarcinoma; Adenocarcinoma; Reproducibility; Bridging (networking); Clinical Practice; Pathology; Carcinoma; Internal medicine; Cancer; Computer science","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":[0.04375803,0.0004819547,0.0005677747,0.002716199,0.001014557,0.001310745,0.00114752,0.001089954,0.0008376078],"category_scores_gemma":[0.1180409,0.0005055667,0.00117608,0.001238722,0.001358943,0.001260237,0.002478044,0.000566681,0.0005596682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007928851,"about_ca_system_score_gemma":0.0006846691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009003,"about_ca_topic_score_gemma":0.003012256,"domain_scores_codex":[0.9590268,0.01940148,0.005937097,0.00628016,0.008228811,0.001125681],"domain_scores_gemma":[0.8335639,0.09209155,0.01982573,0.01940715,0.0327921,0.002319576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006424048,0.00009177988,0.9779082,0.0001391629,0.000633595,0.0001866118,0.002568921,0.000516801,0.002971532,0.0001388251,0.000386115,0.01381608],"study_design_scores_gemma":[0.00005942194,0.000573034,0.9832264,0.00007965826,0.0003628928,0.001404385,0.001611607,0.007511322,0.003088228,0.0003667374,0.001645038,0.0000712336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869065,0.0009458678,0.00906636,0.00007354363,0.00009272974,0.0002068714,0.0001986549,0.00009708184,0.002412437],"genre_scores_gemma":[0.9953647,0.00008813572,0.003907728,0.00004978396,0.00002889251,0.00008885266,0.0002344242,0.00003459489,0.0002028958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04375803,"threshold_uncertainty_score":0.2314174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152228441688524,"score_gpt":0.2838148135991834,"score_spread":0.2222925291822982,"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."}}