{"id":"W4239373741","doi":"10.4018/9781605660783.ch012","title":"Informatics and Ovarian Cancer Care","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Princess Margaret Cancer Centre; University of Ottawa; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Ovarian cancer; Debulking; Referral; Lymphadenectomy; Informatics; Cancer; Disease; Stage (stratigraphy); Gynecology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000469103,0.0003936703,0.0005991737,0.00007687337,0.00003908647,0.00004118798,0.0001263383,0.0003033747,0.0001102327],"category_scores_gemma":[0.00002208117,0.0003359753,0.0001005825,0.00001138868,0.0002633061,0.00005621122,0.000137965,0.0003606775,0.0001122085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519226,"about_ca_system_score_gemma":0.0003264112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001790173,"about_ca_topic_score_gemma":0.00004413673,"domain_scores_codex":[0.9986851,0.000002900611,0.0004236924,0.0002241508,0.000384212,0.0002799324],"domain_scores_gemma":[0.9988028,0.00001121731,0.0001895191,0.0004604102,0.0002218068,0.000314184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116018,0.000008851097,0.0006975179,0.001128562,0.0003354792,0.0002907299,0.001558323,1.762656e-7,0.000003780569,0.843044,0.01284577,0.1399708],"study_design_scores_gemma":[0.003710453,0.0006403585,0.0009734492,0.006376256,0.001718673,0.001086521,0.0003947222,0.00001610239,0.00006048543,0.1110919,0.8728478,0.001083241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002217506,0.002372013,0.00004653055,0.0000804561,0.0004696758,0.0004653879,0.0001721906,0.0001427883,0.9960292],"genre_scores_gemma":[0.1948117,0.0002093422,0.005167037,0.0109187,0.001605652,0.00005543069,0.00009174529,0.0002382515,0.7869021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.860002,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092392723745164,"score_gpt":0.2701929932934204,"score_spread":0.2492690660559687,"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."}}