{"id":"W3035858720","doi":"10.5489/cuaj.6481","title":"Discrepancy in pathology reports upon second review of radical orchiectomy specimens for testicular germ cell tumors","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"Astellas Pharma; Canadian Urological Association","keywords":"Orchiectomy; Pathology; Germ cell tumors; Germ cell; Medicine; Chemistry; Internal medicine; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.02234695,0.0006079157,0.0005927904,0.009627881,0.0009626527,0.002099899,0.001832965,0.0006193583,0.001896564],"category_scores_gemma":[0.063196,0.0007741274,0.0006633581,0.003918742,0.001263628,0.001333887,0.002205073,0.0005183709,0.0008365573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606528,"about_ca_system_score_gemma":0.002684471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355417,"about_ca_topic_score_gemma":0.02517599,"domain_scores_codex":[0.9764457,0.004698649,0.005374337,0.002892805,0.009416481,0.001171951],"domain_scores_gemma":[0.873943,0.02704917,0.04535294,0.0114311,0.03973144,0.002492317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827063,0.00001964641,0.9849793,0.000315019,0.00009324261,0.00276325,0.001357778,0.00008209185,0.00262226,0.00006474415,0.0007249152,0.006794927],"study_design_scores_gemma":[0.00001486423,0.0001584484,0.9705111,0.0003538786,0.0001504879,0.01293571,0.002619825,0.0005426028,0.005326676,0.00005465964,0.007298198,0.00003364498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834478,0.004935241,0.002458746,0.0002745948,0.0003005618,0.0003432938,0.002825132,0.0001592795,0.00525535],"genre_scores_gemma":[0.9928705,0.001004294,0.002747728,0.0001529879,0.000092464,0.0001063546,0.00243648,0.00005514794,0.0005339938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234695,"threshold_uncertainty_score":0.1181834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136946496055841,"score_gpt":0.2383984678493617,"score_spread":0.2270290028888033,"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."}}