{"id":"W2887397885","doi":"10.1097/pas.0000000000001049","title":"Intraoperative Consultation and Macroscopic Handling","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rete testis; Retroperitoneal lymph node dissection; Spermatic cord; Dissection (medical); Medicine; Presentation (obstetrics); Lymph node; Epididymis; Soft tissue; Pathology; Anatomy; General surgery; Radiology; Testicular cancer; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.002371633,0.0007338693,0.0006086238,0.002327523,0.001443925,0.0009272657,0.0009238308,0.001160463,0.03398035],"category_scores_gemma":[0.008555216,0.0003657049,0.0006747742,0.0008331616,0.0005784108,0.001262271,0.001840836,0.001999659,0.007800518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009087399,"about_ca_system_score_gemma":0.002605011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786089,"about_ca_topic_score_gemma":0.007640936,"domain_scores_codex":[0.9978715,0.0006380803,0.0002798375,0.0003656532,0.0004482238,0.0003967492],"domain_scores_gemma":[0.9969509,0.0008003748,0.0003140057,0.0004521756,0.0008789467,0.0006035971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00219752,0.0009994241,0.0850129,0.001773176,0.0001245725,0.06387026,0.008931679,0.001790134,0.0348045,0.004720272,0.2170383,0.5787373],"study_design_scores_gemma":[0.0002311036,0.001486437,0.1423104,0.001980908,0.0001519861,0.1263359,0.01020528,0.004868428,0.01441942,0.007168917,0.6904262,0.0004150541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3805536,0.02222848,0.1101608,0.03295935,0.01213402,0.006123198,0.006303324,0.003568315,0.425969],"genre_scores_gemma":[0.7727325,0.01227218,0.1009866,0.01288267,0.004222778,0.002421146,0.004926108,0.0009619768,0.08859385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03398035,"threshold_uncertainty_score":0.1136755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139021914240987,"score_gpt":0.3122369751110313,"score_spread":0.3008467559686214,"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."}}