{"id":"W2778684696","doi":"10.1371/journal.pone.0190366","title":"From in vivo to in vitro: Major metabolic alterations take place in hepatocytes during and following isolation","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Liver physiology and pathology","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Liver Foundation","keywords":"Hepatocyte; Biochemistry; Biology; Metabolite; In vivo; Metabolism; In vitro","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055456,0.00007091044,0.0002746286,0.000137348,0.00006705962,0.00001221442,0.00005156436,0.00007312253,0.00002704397],"category_scores_gemma":[0.0001841907,0.0000722155,0.0000164873,0.00004960759,0.00001925573,0.000144752,0.00004749318,0.0001464852,0.0000130501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240059,"about_ca_system_score_gemma":0.00001580212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057654,"about_ca_topic_score_gemma":0.001436397,"domain_scores_codex":[0.9994003,0.00005342209,0.000164467,0.0001888859,0.0000563028,0.0001366778],"domain_scores_gemma":[0.9996492,0.0000651992,0.000039166,0.0001977251,0.000009537951,0.00003920065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000175105,0.0001471469,0.4177274,0.00001154132,0.00002201698,0.00004140884,0.001481818,0.000002756907,0.5803586,0.00001071804,9.524567e-7,0.0000205248],"study_design_scores_gemma":[0.00182873,0.00003359604,0.7742871,0.0001648422,0.00004309541,0.000001210827,0.00006164797,0.001055222,0.2222825,0.0001744502,0.00000370619,0.00006386622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998693,0.0002037032,0.00000622725,0.0005750837,0.00003433746,0.0003035888,0.0000117518,0.00001014854,0.0001621529],"genre_scores_gemma":[0.9977129,0.00002234832,0.001847027,0.0001471141,0.00009301196,0.00005104617,0.00001322034,0.000007287366,0.000106122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3580761,"threshold_uncertainty_score":0.2944863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374582262792222,"score_gpt":0.2673806680490267,"score_spread":0.2336348454211045,"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."}}