{"id":"W1988568392","doi":"10.1016/j.prp.2011.02.006","title":"Immunohistochemistry utilization in autopsy pathology: A Canadian experience","year":2011,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Autopsy; Medicine; Immunohistochemistry; Pathology; Neuropathology; Malignancy; Surgical pathology; Anatomical pathology; Forensic pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003436378,0.0006506915,0.0003875251,0.002912246,0.007466373,0.00293812,0.001506653,0.001194873,0.004120797],"category_scores_gemma":[0.01116519,0.0005645585,0.0004776366,0.007074627,0.001975106,0.0008371043,0.001811631,0.001356167,0.0003858022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0498894,"about_ca_system_score_gemma":0.07436959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9514381,"about_ca_topic_score_gemma":0.9816275,"domain_scores_codex":[0.9957802,0.0005832665,0.0002792023,0.00033065,0.002003671,0.001023056],"domain_scores_gemma":[0.9826965,0.001661163,0.002015168,0.0004282234,0.007838015,0.00536088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003227857,0.0003957162,0.8704081,0.0002442815,0.000114982,0.01393968,0.02163083,0.0007076937,0.002316347,0.002682304,0.01308248,0.07415481],"study_design_scores_gemma":[0.00004813102,0.0002744609,0.8693556,0.0005374878,0.0001507358,0.02279164,0.04651687,0.0009350668,0.001112207,0.0005246353,0.0575168,0.0002363295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513391,0.006357302,0.001340423,0.009605223,0.0002140082,0.000161067,0.0009044785,0.00005846849,0.03001994],"genre_scores_gemma":[0.9825446,0.009744521,0.001889479,0.001470528,0.0000725026,0.00002821506,0.0003767428,0.00006816539,0.003805272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0498894,"threshold_uncertainty_score":0.3619747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223923739990807,"score_gpt":0.4727658622408744,"score_spread":0.2488421222500673,"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."}}