{"id":"W1996338339","doi":"10.1097/pas.0000000000000402","title":"Invasive Endocervical Adenocarcinoma","year":2015,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Stroma; Adenocarcinoma; Medicine; Stage (stratigraphy); Pathology; Lymph; Carcinoma; Cancer; Biology; Immunohistochemistry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778102,0.0001341168,0.0007291609,0.0001259834,0.00003497019,0.000008237801,0.0002113097,0.00003829162,0.000140848],"category_scores_gemma":[0.0003111341,0.00006766406,0.0002468824,0.0005034883,0.0005950814,0.00004539365,0.00006863892,0.0004008776,0.00007966545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047237,"about_ca_system_score_gemma":0.0002580005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002739076,"about_ca_topic_score_gemma":0.000001526875,"domain_scores_codex":[0.9984065,0.0003398944,0.0004433172,0.0001335603,0.0004094513,0.0002672245],"domain_scores_gemma":[0.998028,0.0005994479,0.0004050426,0.0002110264,0.0002940941,0.0004623889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05422271,0.002377607,0.5471262,0.00005570427,0.00139712,0.1092279,0.003015376,0.00005930496,0.001894561,0.00285437,0.006623363,0.2711458],"study_design_scores_gemma":[0.046656,0.06011897,0.5377731,0.0001801138,0.00176336,0.2713385,0.005869048,0.00001789135,0.003549744,0.01192684,0.06016348,0.0006430197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838872,0.002026713,0.00003693395,0.01043357,0.0002480283,0.00009514461,0.000003086455,0.00001167309,0.003257682],"genre_scores_gemma":[0.9965922,0.0003945805,0.0004256225,0.001727801,0.0007225259,0.000003473131,0.000001680134,0.00001362046,0.0001184964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705027,"threshold_uncertainty_score":0.275926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584815954910772,"score_gpt":0.3130330658606756,"score_spread":0.2671849063115679,"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."}}