{"id":"W2103812354","doi":"10.1158/1078-0432.ccr-11-2080","title":"Copy Number Aberrations in Benign Serous Ovarian Tumors: A Case for Reclassification?","year":2011,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Serous fluid; Serous carcinoma; Serous Cystadenoma; Pathology; Biology; Carcinogenesis; Cystadenocarcinoma; Ovary; Ovarian cancer; Cancer research; Medicine; Cancer; Genetics","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":[0.004010146,0.0003750603,0.0004977531,0.001577977,0.0007082765,0.0009785994,0.00138201,0.000859183,0.001049],"category_scores_gemma":[0.01405007,0.0001403108,0.000340216,0.0009755559,0.00131441,0.0008622388,0.0005803746,0.001004993,0.0004870526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089659,"about_ca_system_score_gemma":0.0004376712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705614,"about_ca_topic_score_gemma":0.00266082,"domain_scores_codex":[0.9980912,0.0003606449,0.000299814,0.0004387431,0.0006232604,0.0001863892],"domain_scores_gemma":[0.9916071,0.002930992,0.001605074,0.001650325,0.001645963,0.0005606812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496905,0.00003476662,0.9049664,0.0001113009,0.00005510864,0.007908436,0.0007689976,0.0001855695,0.008261119,0.0005660615,0.001829742,0.07496283],"study_design_scores_gemma":[0.00006525418,0.0004972035,0.8164806,0.0004767375,0.0002755175,0.1383148,0.002919252,0.008093412,0.00687859,0.006569426,0.01936361,0.00006562081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833232,0.004915956,0.004531096,0.003119601,0.0002801691,0.00007705085,0.000170791,0.0001710048,0.003411222],"genre_scores_gemma":[0.9934104,0.0006694008,0.004586597,0.0005573153,0.0002198112,0.0000190149,0.000223827,0.00003719906,0.0002765738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004010146,"threshold_uncertainty_score":0.02120793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5835839815901704,"score_gpt":0.5824806149641291,"score_spread":0.00110336662604138,"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."}}