{"id":"W4303628968","doi":"10.3390/cells11193123","title":"Supraphysiological Oxygen Levels in Mammalian Cell Culture: Current State and Future Perspectives","year":2022,"lang":"en","type":"review","venue":"Cells","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Cell culture; Cell biology; State (computer science); Oxygen; Biology; Chemistry; Computer science; Engineering; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002202956,0.001067169,0.001910668,0.001691154,0.0004376572,0.002100087,0.001697511,0.001827453,0.002642613],"category_scores_gemma":[0.001206321,0.0005512194,0.0006890469,0.002307466,0.001323392,0.00288371,0.001135627,0.003056945,0.002401926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042701,"about_ca_system_score_gemma":0.001653336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298357,"about_ca_topic_score_gemma":0.002122585,"domain_scores_codex":[0.9995638,0.00008449291,0.00007210483,0.00007246171,0.0001624675,0.00004472546],"domain_scores_gemma":[0.9987391,0.0007534848,0.0001097392,0.00004476223,0.0002709624,0.0000819694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009490974,0.00009625333,0.0002369658,0.02494891,0.00006734629,0.0002938027,0.0001214924,0.0005638889,0.00523979,0.01051864,0.02525968,0.9325583],"study_design_scores_gemma":[0.00001266838,0.0001054297,0.0004757974,0.00263275,0.00007491846,0.0006569243,0.00007643166,0.0001156323,0.001104493,0.003414757,0.9913044,0.00002572782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008079703,0.9983375,0.0002383394,0.0003234197,0.0002739769,0.000004252552,0.00001215021,0.000007337465,0.0007221972],"genre_scores_gemma":[0.0003543988,0.9987931,0.0002312268,0.0001713282,0.000165493,0.000008175924,0.00002217087,0.000001998261,0.000251949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002642613,"threshold_uncertainty_score":0.0116505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758896040036952,"score_gpt":0.2956634666864581,"score_spread":0.2680745062860886,"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."}}