{"id":"W2563256276","doi":"10.14740/jem.v6i6.387","title":"The Metabolic Disorder and Metabolic Disorder-Related Diseases Model","year":2016,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Metabolic disorder; Metabolic syndrome; Internal medicine; Obesity","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":[0.0005643677,0.0008980677,0.0006121192,0.001203267,0.0005876505,0.001440046,0.00097743,0.001106903,0.01128968],"category_scores_gemma":[0.0008904889,0.000208615,0.0009439435,0.0007174542,0.001434673,0.001873604,0.001543709,0.001785896,0.001774307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009485707,"about_ca_system_score_gemma":0.001677651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842332,"about_ca_topic_score_gemma":0.003369527,"domain_scores_codex":[0.9995884,0.0001912667,0.00002066729,0.00008053009,0.00006589218,0.00005328484],"domain_scores_gemma":[0.9996029,0.0001424632,0.00005996492,0.00004166785,0.00006205892,0.00009096392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008049956,0.0001346048,0.004060027,0.00009225403,0.00007025456,0.0004683411,0.0001412841,0.004080414,0.0005844464,0.9712315,0.006575212,0.01248111],"study_design_scores_gemma":[0.0001486634,0.0001771071,0.003464292,0.00009088227,0.0001014853,0.00194355,0.0002487707,0.03384602,0.0001784395,0.9179281,0.04184633,0.00002633074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1088386,0.01951231,0.2500958,0.09879382,0.002698994,0.0004337888,0.007111144,0.0005949308,0.5119207],"genre_scores_gemma":[0.8779881,0.0108133,0.0415479,0.005647478,0.001144951,0.0004825449,0.002125148,0.00006225196,0.0601884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01128968,"threshold_uncertainty_score":0.03776777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044010475803127,"score_gpt":0.2592636709048079,"score_spread":0.2488235661467766,"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."}}