{"id":"W4315650461","doi":"10.20944/preprints202301.0183.v1","title":"Regulation of Autophagy via Carbohydrate and Lipid Metabolism in Cancer","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max Rady College of Medicine, University of Manitoba","keywords":"Autophagy; Organelle; Cell biology; Lipid metabolism; Cancer cell; Carcinogenesis; Metabolic pathway; Biochemistry; Biology; Metabolism; Cell metabolism; Cell; Glycolysis; Lipid droplet; Carbohydrate metabolism; Chemistry; Cancer; Apoptosis; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004329499,0.0002954542,0.0007640394,0.0003463409,0.00002829359,0.000005802312,0.0001797323,0.0003584438,0.000656129],"category_scores_gemma":[0.00009010486,0.0002932915,0.0001645381,0.0002464123,0.0001145212,0.0000566029,0.0005899754,0.000546124,0.00009629007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037277,"about_ca_system_score_gemma":0.0002672909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995859,"about_ca_topic_score_gemma":0.00007376492,"domain_scores_codex":[0.9979729,0.0001081593,0.0006038229,0.0007279658,0.0003220011,0.0002651532],"domain_scores_gemma":[0.9984562,0.00004988262,0.0003194903,0.0009026579,0.0001246635,0.0001471095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004565848,0.0003175833,0.5969059,0.001220011,0.0006554661,0.00006003,0.002260985,0.001495553,0.3928438,0.0004393363,0.00002633892,0.003318419],"study_design_scores_gemma":[0.00087114,0.00001114351,0.8580453,0.0004299019,0.0002048375,0.000002424636,0.00001848933,0.001480851,0.1337729,0.004590422,0.0003852356,0.0001873147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950245,0.001943624,0.00004958405,0.0005055743,0.0008002331,0.0008348355,0.00003591249,0.000144133,0.000661589],"genre_scores_gemma":[0.9952178,0.002187815,0.0000678083,0.0001216015,0.0003321614,0.0002775287,0.00009328863,0.00006381523,0.001638206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611394,"threshold_uncertainty_score":0.9999519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037592803940016,"score_gpt":0.3733486086861992,"score_spread":0.2695893282921977,"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."}}