{"id":"W4408797519","doi":"10.1016/j.labinv.2024.102846","title":"615 Endometriosis Involving the Gastrointestinal Organs: A Diagnostic Challenge in GI Pathology","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Endometriosis; Pathology; Gastrointestinal pathology; Medicine; Anatomical pathology; Immunohistochemistry","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":[0.006030052,0.0006744765,0.001462155,0.002875384,0.001274574,0.003743994,0.001493813,0.002831529,0.003495263],"category_scores_gemma":[0.01347261,0.0005141211,0.0004283638,0.001282425,0.003819079,0.004229065,0.001752036,0.003235331,0.002022833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008340469,"about_ca_system_score_gemma":0.001538406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670773,"about_ca_topic_score_gemma":0.001387354,"domain_scores_codex":[0.9974681,0.001153793,0.0002786889,0.0001750474,0.0006563,0.0002681027],"domain_scores_gemma":[0.9910314,0.004919184,0.001057001,0.0005550091,0.001486112,0.0009513668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005787733,0.0003571855,0.09964093,0.004027437,0.0001501286,0.1518373,0.001485597,0.000896679,0.02977827,0.02376698,0.03327017,0.6542104],"study_design_scores_gemma":[0.00008739057,0.0006201002,0.04820893,0.004855806,0.0002101305,0.7525727,0.00809775,0.003199779,0.007112444,0.03823448,0.136662,0.0001385236],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.120705,0.6281071,0.05745647,0.1440213,0.004068496,0.0002250041,0.0002710588,0.0004368961,0.04470868],"genre_scores_gemma":[0.6958264,0.211639,0.05121257,0.01806643,0.01986846,0.00008894739,0.0002082739,0.00009005923,0.002999835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006030052,"threshold_uncertainty_score":0.03189033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922150945184563,"score_gpt":0.2869963666783455,"score_spread":0.2677748572264999,"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."}}