{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003238453,0.0005102013,0.0005344939,0.0002935712,0.0002419092,0.0007962085,0.0002339441,0.0004167421,0.002612382],"category_scores_gemma":[0.0002665574,0.0001931071,0.0003656627,0.0002881404,0.0004812172,0.0005216241,0.0005098004,0.001300241,0.001637188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430089,"about_ca_system_score_gemma":0.0002490734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004828796,"about_ca_topic_score_gemma":0.0008869852,"domain_scores_codex":[0.9995147,0.00008334309,0.00004078049,0.0001646793,0.0001389455,0.00005763836],"domain_scores_gemma":[0.999756,0.00005975454,0.00004027669,0.00005337103,0.00005226826,0.00003824418],"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":[0.0002303255,0.00004285031,0.0008081321,0.0001176106,0.00001718726,0.00009063169,0.00005991858,0.0000469785,0.9933814,0.00007171657,0.0001190244,0.005014367],"study_design_scores_gemma":[0.00001220361,0.0007908531,0.01727795,0.00002794,0.00006580528,0.0005594879,0.00009849908,0.0003807205,0.9737467,0.0002000465,0.006824876,0.00001494229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753254,0.0322325,0.07115371,0.001650042,0.001044904,0.000209335,0.003766217,0.000793431,0.01382443],"genre_scores_gemma":[0.9481265,0.01449778,0.01934865,0.001211604,0.0002549146,0.0003220667,0.004799761,0.0002879575,0.01115081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612382,"threshold_uncertainty_score":0.008739293,"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."}}