{"id":"W3107534509","doi":"10.1097/pai.0000000000000881","title":"Adenocarcinoma of the Uterine Cervix: Immunohistochemical Biomarker Expression and Diagnostic Performance","year":2020,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; Alberta Health Services; McMaster University; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Immunohistochemistry; Carcinoembryonic antigen; Medicine; Biomarker; Oncology; Adenocarcinoma; Internal medicine; Tissue microarray; Pathology; Cancer; Biology","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":[0.004406466,0.0003038357,0.0003996462,0.00139569,0.0002239404,0.0009846119,0.0003542075,0.0006527571,0.0005359445],"category_scores_gemma":[0.01039705,0.0001907366,0.0003393437,0.00110948,0.0004356225,0.0007248959,0.0004290221,0.0003242819,0.0002618246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004430647,"about_ca_system_score_gemma":0.0001903311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157952,"about_ca_topic_score_gemma":0.001275702,"domain_scores_codex":[0.9982589,0.0008497629,0.0001582002,0.0002555559,0.0003736616,0.0001039931],"domain_scores_gemma":[0.9952549,0.002574516,0.001086756,0.0002969661,0.0005764623,0.0002103736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004665857,0.00001626511,0.9856859,0.00004467408,0.0001944056,0.00004465849,0.00005066743,0.0004305651,0.001455222,0.00003542599,0.000082414,0.01149331],"study_design_scores_gemma":[0.000005875764,0.0002876949,0.9954883,0.00001519576,0.0001043637,0.0006467904,0.00006554986,0.002013378,0.0007955661,0.0001315899,0.0004365157,0.000009148422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896761,0.007725339,0.001027682,0.0001157122,0.000013176,0.00001186212,0.0002150266,0.00002214622,0.001192954],"genre_scores_gemma":[0.9990624,0.0004073869,0.0003295061,0.00001157615,0.00001176356,0.000004204528,0.0001048593,0.000001992753,0.00006639429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004406466,"threshold_uncertainty_score":0.02330393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534350289938643,"score_gpt":0.2761247155126021,"score_spread":0.2607812126132157,"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."}}