{"id":"W6977017768","doi":"10.60692/m5ndq-9pn92","title":"Metabolomic profiles of hepatocellular carcinoma in a European prospective cohort","year":2015,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Hepatocellular carcinoma; Prospective cohort study; Metabolomics; Cohort; Disease; Liver disease; Fatty liver; Cohort study; Hepatitis C","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":[0.0005430243,0.0002194477,0.0002601316,0.0005498444,0.0003538135,0.0004221904,0.0001363641,0.0003169883,0.0008007865],"category_scores_gemma":[0.000849916,0.0002135145,0.0003191266,0.0006683538,0.0001462555,0.0001947116,0.0003648797,0.0002503478,0.000187482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232511,"about_ca_system_score_gemma":0.0001561626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433418,"about_ca_topic_score_gemma":0.003281473,"domain_scores_codex":[0.9997675,0.00006290204,0.00002250158,0.00007932741,0.00003401304,0.0000338338],"domain_scores_gemma":[0.9997204,0.00004023771,0.00007162716,0.00005061487,0.00004906107,0.00006801473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000542736,0.00005462431,0.9941232,0.000006365254,0.00009755357,0.0001364279,0.0001332342,0.00004758287,0.003386468,0.00002233523,0.00008241914,0.001367104],"study_design_scores_gemma":[0.000005900094,0.00009891108,0.9992187,0.000001154717,0.00002677391,0.0002015165,0.00009746708,0.0001085588,0.0001316664,0.00001162174,0.00009495454,0.000002770365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995636,0.0000472114,0.0000774273,0.00001052823,0.000001231384,0.000003233139,0.0002096537,0.00000176303,0.00008545708],"genre_scores_gemma":[0.9993322,0.00004597214,0.00009809766,0.00001655698,0.000002177939,0.000004879093,0.0003505491,0.000001559827,0.0001479449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00433418,"threshold_uncertainty_score":0.008617878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222848912958242,"score_gpt":0.2047723987026802,"score_spread":0.182487507406856,"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."}}