{"id":"W2024329838","doi":"10.1016/j.humpath.2006.08.015","title":"Diagnosis of ectopic tissue versus contamination by genetic fingerprinting in a routine surgical pathology specimen","year":2006,"lang":"en","type":"article","venue":"Human Pathology","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Pathology; Surgical pathology; Medicine; Gallbladder; Thyroid; Cholecystectomy; Gall; Abnormality; Gross examination; Biology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002665348,0.0001367687,0.0002439806,0.00009180938,0.00004497877,0.000006976654,0.0001643723,0.0002291214,0.0001240092],"category_scores_gemma":[0.00006664147,0.0001419519,0.00005145546,0.00009176847,0.0002498345,0.000001932809,0.0001344321,0.0001161972,0.00001063328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001956347,"about_ca_system_score_gemma":0.00002533792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418425,"about_ca_topic_score_gemma":0.0003939825,"domain_scores_codex":[0.9985911,0.0002026623,0.0003660526,0.0003932698,0.0001143753,0.0003326014],"domain_scores_gemma":[0.999469,0.00005079926,0.0001043383,0.0002786202,0.0000627581,0.00003451084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002055419,0.0003503321,0.322265,0.00004239287,0.00002126776,0.000596822,0.0001219645,0.00007797709,0.657266,0.001482476,0.002580054,0.01499026],"study_design_scores_gemma":[0.004602853,0.001562083,0.5783314,0.00001768198,0.00001862229,0.0001559237,0.00007063705,0.00002562315,0.4024632,0.0005564138,0.01189283,0.000302724],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947579,0.001374491,0.0001473456,0.00008032698,0.0001044893,0.0001832911,0.00001192274,0.000006618861,0.003333596],"genre_scores_gemma":[0.9981433,0.0001362094,0.0004605034,0.00001801937,0.0001770135,0.00005298116,0.0001823702,0.00001662613,0.0008130153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2560664,"threshold_uncertainty_score":0.5788631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266883533016394,"score_gpt":0.2923430485757306,"score_spread":0.2796742132455666,"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."}}