{"id":"W2805594491","doi":"10.1097/pas.0000000000001095","title":"International Endocervical Adenocarcinoma Criteria and Classification","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"H&E stain; Medicine; Adenocarcinoma; Pathology; Immunohistochemistry; Internal medicine; Gynecology; 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":[0.00433013,0.0007679815,0.0009902413,0.01092338,0.001118276,0.001153241,0.001917084,0.0008085743,0.004373738],"category_scores_gemma":[0.007877266,0.0001926078,0.00111688,0.00517673,0.0008779244,0.0007678831,0.002120369,0.0008670458,0.001842452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187021,"about_ca_system_score_gemma":0.004066305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420037,"about_ca_topic_score_gemma":0.01267915,"domain_scores_codex":[0.9974641,0.0004362065,0.0005724821,0.0002872894,0.0008458269,0.0003941139],"domain_scores_gemma":[0.9940352,0.0003032973,0.0008520423,0.0004341518,0.003623128,0.0007523042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001226629,0.0001883415,0.516865,0.001525766,0.0002156541,0.003452496,0.001426768,0.002200609,0.005893315,0.01665962,0.1944359,0.25591],"study_design_scores_gemma":[0.0002204276,0.0004303115,0.4426023,0.001807284,0.0001985438,0.01686768,0.001515371,0.00385802,0.00214095,0.009087126,0.5210968,0.0001751935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3505421,0.08900105,0.1165181,0.01306213,0.005926891,0.02590774,0.06857096,0.001926321,0.3285446],"genre_scores_gemma":[0.6172252,0.02337375,0.1798425,0.003263564,0.001132344,0.01928789,0.1164518,0.0006116522,0.03881134],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01420037,"threshold_uncertainty_score":0.02823544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385991600018252,"score_gpt":0.3439596079507569,"score_spread":0.3053604479489317,"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."}}