{"id":"W2073078104","doi":"10.1158/1538-7445.am2011-lb-271","title":"Abstract LB-271: Benign ovarian serous tumors: A redefining moment","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Serous fluid; Serous Cystadenoma; Ovarian cancer; Cystadenocarcinoma; Pathology; Ovary; Serous carcinoma; Biology; Clear cell; Medicine; Cancer research; Cancer; Internal medicine; Carcinoma","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":[0.0003720384,0.0001876902,0.0001739945,0.0005921551,0.0002532073,0.0004528666,0.0003031482,0.0003175515,0.002045414],"category_scores_gemma":[0.0003753631,0.0001020386,0.000108023,0.0003052031,0.000555101,0.0002871072,0.0002483051,0.0005139673,0.0007101971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710313,"about_ca_system_score_gemma":0.0002094471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003995748,"about_ca_topic_score_gemma":0.0004426681,"domain_scores_codex":[0.9998816,0.00001874938,0.000008291059,0.0000264453,0.00004262557,0.0000221243],"domain_scores_gemma":[0.999821,0.00003681462,0.0000440881,0.00002366151,0.00003593781,0.00003848492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001167613,0.00009065428,0.06890898,0.0002891952,0.0000287296,0.01125768,0.000283768,0.0002417229,0.7967345,0.002952188,0.005201307,0.1128438],"study_design_scores_gemma":[0.00007619194,0.000953755,0.3284859,0.0001464561,0.0001350576,0.1115819,0.0007658602,0.001854047,0.4162134,0.004959375,0.134775,0.00005299262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95746,0.01287595,0.008960775,0.00420238,0.0003985822,0.00007359535,0.0008708382,0.000340404,0.01481737],"genre_scores_gemma":[0.9819978,0.003005737,0.006054463,0.0007799637,0.0002780701,0.00002655479,0.0006710454,0.00007131945,0.007115121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002045414,"threshold_uncertainty_score":0.006842613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2230265689919213,"score_gpt":0.4127252366499314,"score_spread":0.1896986676580101,"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."}}