{"id":"W2026903021","doi":"10.1097/00000478-200608000-00001","title":"Cellular Fibromas of the Ovary: A Study of 75 Cases Including 40 Mitotically Active Tumors Emphasizing Their Distinction From Fibrosarcoma","year":2006,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Fibroma; Fibrosarcoma; Ovary; Pathology; Medicine; 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":[0.0005374344,0.0002326279,0.001220632,0.0001238124,0.0001665479,0.000005893326,0.0002849535,0.00003794095,0.00002696562],"category_scores_gemma":[0.0004270837,0.0001198277,0.0003247607,0.000526334,0.001460342,0.00005423417,0.0002402211,0.0004852547,0.000001271526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000749506,"about_ca_system_score_gemma":0.00007846142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244612,"about_ca_topic_score_gemma":0.00002262191,"domain_scores_codex":[0.997227,0.0008607777,0.0009481054,0.0002141256,0.0004742265,0.0002757972],"domain_scores_gemma":[0.995395,0.002327159,0.001514502,0.0004006908,0.0002863664,0.00007626869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02376751,0.005005805,0.5380313,0.0001056922,0.001538332,0.02905972,0.0168033,0.0002827285,0.3697849,0.0001966742,0.000298499,0.01512551],"study_design_scores_gemma":[0.003577575,0.008556153,0.9190531,0.0003573826,0.0007345894,0.01184194,0.02990297,0.00003506133,0.02476358,0.0008236626,0.0001573295,0.0001966564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977893,0.0006097045,0.00006660215,0.0008969222,0.0001571922,0.0002877763,0.00002865265,0.00001425169,0.0001495713],"genre_scores_gemma":[0.9992785,0.00002369015,0.000263111,0.00003653294,0.0003513131,0.000004457805,0.000002407908,0.00002594567,0.00001402902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810218,"threshold_uncertainty_score":0.538069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474618032025004,"score_gpt":0.2807943126292155,"score_spread":0.2560481323089654,"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."}}