{"id":"W2626664140","doi":"","title":"Handling and reporting of orchidectomy specimens with testicular cancer: areas of consensus and variation among 25 experts and 225 European pathologists","year":2015,"lang":"en","type":"article","venue":"","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services; McMaster University","funders":"","keywords":"Rete testis; Testicular cancer; Vascular invasion; Pagetoid; Consensus conference; Pathology; Medicine; Gynecology; Epididymis; Cancer; Internal medicine; Immunohistochemistry; Andrology; Sperm","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04424267,0.0003531563,0.0004489139,0.003914365,0.001358704,0.001463847,0.001098602,0.0007678713,0.0009646293],"category_scores_gemma":[0.06723252,0.000445295,0.0005369485,0.002390808,0.001660941,0.0008404616,0.003248515,0.0004033814,0.0003482636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465401,"about_ca_system_score_gemma":0.001891803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066617,"about_ca_topic_score_gemma":0.004240917,"domain_scores_codex":[0.9548605,0.02603047,0.00774139,0.003082384,0.006522178,0.001763136],"domain_scores_gemma":[0.9123677,0.04563481,0.01613672,0.004191657,0.01890564,0.002763426],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004480524,0.00005993623,0.9302338,0.0004963283,0.0001776731,0.0007160421,0.02129571,0.0004177021,0.002931016,0.0001922508,0.001213178,0.0418184],"study_design_scores_gemma":[0.00004045887,0.0004026961,0.9447411,0.0005121888,0.0001293754,0.00318936,0.03632343,0.001369817,0.002615449,0.0004738472,0.01009649,0.0001059192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926999,0.002001414,0.002119376,0.0003991328,0.00004937953,0.0001738916,0.0002101008,0.00003262982,0.002314228],"genre_scores_gemma":[0.99565,0.0006578867,0.002676135,0.0002111511,0.00002644325,0.00009473124,0.0003454501,0.0000137143,0.0003243894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9557573,"threshold_uncertainty_score":0.2339804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026866985859759,"score_gpt":0.3002068430227789,"score_spread":0.2499381731641813,"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."}}