{"id":"W2997900327","doi":"10.1002/9780471420194.tnmc35.pub2","title":"Ovary","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Classification scheme; Lymph node; Stage (stratigraphy); Metastasis; Lymph; Medicine; Pathology; Cancer; Computer science; Biology; Internal medicine; Information retrieval","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001839005,0.0001868204,0.0003475038,0.0001131128,0.00001021937,0.000005091846,0.00005391331,0.0002924308,0.1051678],"category_scores_gemma":[0.00001345948,0.0001409759,0.00009953701,0.00006290028,0.00003295246,0.000004985982,0.0000232374,0.0002852511,0.0007911691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003329963,"about_ca_system_score_gemma":0.0001193852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878401,"about_ca_topic_score_gemma":0.0004953934,"domain_scores_codex":[0.9993465,0.000005592769,0.0001125035,0.00024441,0.0001441619,0.0001468487],"domain_scores_gemma":[0.9993308,0.00001491452,0.00007322576,0.0004517938,0.00001581765,0.0001134658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001185283,0.0005367098,0.0004200623,0.00006639208,0.0001796168,0.0001628466,0.000005647578,6.601351e-9,0.0000129921,0.00006140857,0.9643512,0.03419128],"study_design_scores_gemma":[0.0009741442,0.0001151124,0.003151198,0.0003987174,0.0002312354,0.00003181927,0.000002352683,0.00000205709,0.00002612115,0.00001711945,0.9949299,0.0001202995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007222591,0.00234758,0.000004901288,0.002649989,0.0006790999,0.0003914487,0.003039198,0.0002664694,0.9905491],"genre_scores_gemma":[0.0001333392,0.0008540519,0.006965706,0.001375347,0.003009985,0.00003721748,0.003531615,0.0004253842,0.9836674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1043766,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784409182959275,"score_gpt":0.3088672671999022,"score_spread":0.2910231753703095,"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."}}