{"id":"W4398194082","doi":"10.1016/j.jcyt.2024.03.306","title":"ANALYSIS OF PH, AMINO ACIDS, METABOLIC BYPRODUCTS, AND OXYGEN REVEALED THAT PH IS THE DOMINANT FACTOR IN T CELL CULTURE","year":2024,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Amino acid; Chemistry; Oxygen; Biochemistry; Organic chemistry","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":[0.0003376213,0.0006459068,0.0004086554,0.0002859039,0.0002030896,0.0005247606,0.0002862893,0.0003245435,0.001863888],"category_scores_gemma":[0.0002488151,0.0001922451,0.0003004777,0.0002197459,0.000228208,0.0003435,0.0002914684,0.0006896194,0.0007411417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956142,"about_ca_system_score_gemma":0.0003592248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009063826,"about_ca_topic_score_gemma":0.0009744002,"domain_scores_codex":[0.9997861,0.00004097154,0.00001533685,0.00005999885,0.00006335957,0.00003416507],"domain_scores_gemma":[0.9995541,0.0001823636,0.00006065776,0.00005116939,0.00007052991,0.00008114715],"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":[0.000104646,0.000008625007,0.0001168166,0.00001980135,0.000002208978,0.0000248777,0.000007409511,0.00002214795,0.9985335,0.00006436835,0.00001665268,0.001078869],"study_design_scores_gemma":[0.00000220929,0.0000627328,0.000465592,0.0000017722,0.000006062314,0.00006061751,0.000005972848,0.0001651397,0.9985832,0.00002179225,0.000623557,0.000001297443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181268,0.006694347,0.06106924,0.0003158317,0.0002031141,0.0001818458,0.001630538,0.0005045649,0.01127369],"genre_scores_gemma":[0.97076,0.001574169,0.01733126,0.0001593982,0.00004525794,0.00008971624,0.00100151,0.0002243153,0.008814373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863888,"threshold_uncertainty_score":0.006235361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166059214018942,"score_gpt":0.2557818812896852,"score_spread":0.2441212891494958,"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."}}