{"id":"W4225083936","doi":"10.5281/zenodo.6502368","title":"Prognostic Significance of Systemic Cholesterol Profile in Patients with Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Cancer; Oncology; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001926933,0.0001415415,0.0002517382,0.0005364351,0.0002474078,0.0003193847,0.000130797,0.0002823168,0.002036044],"category_scores_gemma":[0.0009390022,0.0001050503,0.0002192465,0.0008087897,0.0001749802,0.0002086564,0.0002145383,0.0003826115,0.0002862307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424028,"about_ca_system_score_gemma":0.000229938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605814,"about_ca_topic_score_gemma":0.002636576,"domain_scores_codex":[0.9998678,0.00002834698,0.00001724419,0.00002723255,0.00003223396,0.00002718768],"domain_scores_gemma":[0.9995244,0.00008660809,0.0001742756,0.00003336649,0.00006107254,0.0001202228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007702602,0.000007541596,0.9989322,0.000003794642,0.000008789029,0.00007203832,0.000007021467,0.0000126425,0.0001361824,0.000004936442,0.00005299356,0.0006848204],"study_design_scores_gemma":[0.000004171794,0.00005295159,0.9990657,0.00000394373,0.00001943884,0.0004683104,0.00005903651,0.00009218782,0.00006036498,0.00001980854,0.0001513771,0.000002687201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972104,0.0009019708,0.00006357367,0.0001024555,0.00001359654,0.000007709728,0.000355794,0.000006778281,0.001337676],"genre_scores_gemma":[0.9992467,0.0001800022,0.00004961563,0.0000239953,0.00001847403,0.000004431202,0.0002678323,0.000001387426,0.0002075894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002036044,"threshold_uncertainty_score":0.006811202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009149032216623098,"score_gpt":0.20955955293349,"score_spread":0.2004105207168669,"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."}}