{"id":"W4244123106","doi":"10.1097/01.pas.0000169497.11907.3a","title":"Description of a Novel System for Grading of Endometrial Carcinoma and Comparison With Existing Grading Systems","year":2005,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Grading (engineering); Medicine; Carcinoma; General surgery; Radiology; Oncology; Pathology; 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":[0.008170939,0.001045611,0.00118247,0.007873953,0.001027073,0.002599322,0.001785498,0.001188868,0.005246621],"category_scores_gemma":[0.01530325,0.0005024203,0.001303572,0.003457354,0.0004932389,0.002569053,0.001719503,0.001695351,0.003295001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504901,"about_ca_system_score_gemma":0.002979221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766829,"about_ca_topic_score_gemma":0.006443003,"domain_scores_codex":[0.9959581,0.0009106893,0.0008516508,0.0004497776,0.00163647,0.0001932883],"domain_scores_gemma":[0.9901353,0.001803272,0.0007338643,0.0009964729,0.005963943,0.0003672275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006755738,0.0004702233,0.07268891,0.0007558207,0.000348539,0.0005193137,0.0003365987,0.002934181,0.02525663,0.00645102,0.03447701,0.8550861],"study_design_scores_gemma":[0.001330864,0.006224641,0.3241171,0.001221159,0.002495172,0.02755719,0.001306458,0.2169506,0.0761999,0.03643613,0.3049408,0.001219929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08205991,0.005379289,0.8709269,0.003628908,0.00332411,0.004282138,0.006041965,0.006381493,0.01797542],"genre_scores_gemma":[0.0752072,0.001279286,0.9127215,0.0002735161,0.0006231283,0.001821987,0.004249778,0.0003614528,0.003462087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008170939,"threshold_uncertainty_score":0.04321253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433673973051088,"score_gpt":0.3768367012162743,"score_spread":0.2334693039111655,"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."}}