{"id":"W3170426823","doi":"10.1186/s13000-021-01129-9","title":"A retrospective study on incidence, diagnosis, and clinical outcome of gastric-type endocervical adenocarcinoma in a single institution","year":2021,"lang":"en","type":"article","venue":"Diagnostic Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Queen's University","funders":"","keywords":"Adenocarcinoma; Medicine; Pathology; Internal medicine; Gastroenterology; Cancer","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":[0.0007168087,0.0003483245,0.0006165568,0.002200698,0.0008610171,0.0008664634,0.0005801614,0.0005238152,0.002463908],"category_scores_gemma":[0.002556682,0.0005686312,0.0005600639,0.002556824,0.0004981046,0.0007464748,0.0007716432,0.0004520792,0.0004631609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008654089,"about_ca_system_score_gemma":0.001005097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006917366,"about_ca_topic_score_gemma":0.007992798,"domain_scores_codex":[0.9989024,0.0001699388,0.0001693298,0.0003489044,0.0002215477,0.0001877296],"domain_scores_gemma":[0.996089,0.0005849983,0.001658269,0.0002681871,0.0005394746,0.0008601001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002760306,0.00002659363,0.998896,0.000008526243,0.00002264339,0.0002938257,0.0000564465,0.00001186839,0.0000886499,0.000004091127,0.00004719282,0.0005166331],"study_design_scores_gemma":[0.000008204442,0.0002031331,0.9951668,0.00001923422,0.00004330223,0.003153585,0.0008712628,0.000112957,0.0001120836,0.00001130363,0.0002902588,0.000007944445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990578,0.0002744901,0.00008638393,0.00001695339,0.000003698829,0.00001565774,0.0002701446,0.000004541479,0.000270199],"genre_scores_gemma":[0.9993205,0.0001665779,0.00009278445,0.00002809711,0.000008743555,0.00001333613,0.0002813579,0.000002797042,0.00008572768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006917366,"threshold_uncertainty_score":0.01375419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07881305654263382,"score_gpt":0.3787022149092471,"score_spread":0.2998891583666133,"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."}}