{"id":"W2168070635","doi":"10.3747/co.v17i5.668","title":"Association of Lipid Metabolism with Ovarian Cancer","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lipid metabolism; Ovarian cancer; Medicine; Cancer; Lipid profile; Obesity; Disease; Internal medicine; Lipid Metabolism Disorder; Metabolism; Bioinformatics; Endocrinology; Diabetes mellitus; Blood lipids; Cholesterol; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003575941,0.0001499399,0.0002753211,0.0008673758,0.0003244241,0.0004250819,0.0001714116,0.0002741753,0.003061629],"category_scores_gemma":[0.002519057,0.0001364607,0.0002913356,0.001563864,0.0002853209,0.0001838762,0.0003140302,0.0004756292,0.000221705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162273,"about_ca_system_score_gemma":0.0004076838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599997,"about_ca_topic_score_gemma":0.003784996,"domain_scores_codex":[0.9997253,0.00006754873,0.00003614013,0.00005558113,0.00006460783,0.00005082368],"domain_scores_gemma":[0.9987991,0.0003216215,0.0005048599,0.00009974871,0.0001416307,0.0001329825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005158361,0.00002855101,0.9805135,0.000107474,0.0001882665,0.0008485672,0.00004002845,0.0001025646,0.001915634,0.000152656,0.0005524112,0.01503445],"study_design_scores_gemma":[0.00001706069,0.00009138913,0.9927098,0.0000299597,0.0001524951,0.002539255,0.0000512453,0.0001776549,0.0005915923,0.0002506651,0.003383272,0.000005619198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554026,0.03299441,0.001049017,0.0009718678,0.0001046504,0.00006215979,0.002343213,0.00005852876,0.007013529],"genre_scores_gemma":[0.9924521,0.005384186,0.0003184642,0.00009560204,0.00005200678,0.00001502115,0.0006408258,0.000007705983,0.001034159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599997,"threshold_uncertainty_score":0.01024216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317965739765498,"score_gpt":0.3341254549538568,"score_spread":0.3109457975562018,"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."}}