{"id":"W3124047568","doi":"10.2139/ssrn.3537802","title":"Induction of a Timed Metabolic Collapse to Overcome Cancer Chemoresistance","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"","keywords":"Cancer; Medicine; Cancer research; Computer science; Internal medicine","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":[0.0001841029,0.0003295552,0.000451167,0.000227621,0.0001656673,0.0004540068,0.0003838306,0.0004011059,0.002604404],"category_scores_gemma":[0.0001850393,0.0001603897,0.0004129083,0.0002140818,0.0002915985,0.0002847169,0.0004307605,0.001409254,0.0004487359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006284192,"about_ca_system_score_gemma":0.0004204227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005672149,"about_ca_topic_score_gemma":0.00165533,"domain_scores_codex":[0.9998191,0.00002486554,0.00001918596,0.00004126567,0.00004916287,0.00004650698],"domain_scores_gemma":[0.9998717,0.00002078178,0.0000298489,0.00002143615,0.00001469512,0.00004161503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002850657,0.00009380814,0.0001025636,0.00003778289,0.00001197711,0.00003671145,0.00001243641,0.0001664637,0.9963547,0.0003803027,0.0001564603,0.002361727],"study_design_scores_gemma":[0.00005126193,0.0006536351,0.001902482,0.000008795705,0.00001667183,0.0001131022,0.00002305003,0.001101041,0.9916804,0.0001296426,0.004308575,0.00001124913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809731,0.001909346,0.008707448,0.0006378073,0.0003819075,0.0002270281,0.001167239,0.0008047695,0.005191307],"genre_scores_gemma":[0.9894912,0.0005514429,0.004187246,0.0002429617,0.00002987823,0.0001347029,0.000958594,0.0001085159,0.004295395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604404,"threshold_uncertainty_score":0.00871259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008870637288810322,"score_gpt":0.2485648324196402,"score_spread":0.2396941951308299,"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."}}