{"id":"W1506011547","doi":"10.51847/ksug6dc","title":"10.51847/KsUG6dc","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Toxicity; Histology; Acute toxicity; Medicine; Histopathological examination; Histopathology; Physiology; Body weight; Kidney; Pathology; Urine; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005081,0.0001919267,0.0002013942,0.0001003815,0.0002978374,0.00002530749,0.0002388128,0.0003344427,0.9941191],"category_scores_gemma":[0.00004257266,0.0002019516,0.0000867352,0.0002892673,0.00006202004,0.0001170836,0.00003795804,0.000578572,0.9837518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006725435,"about_ca_system_score_gemma":0.00004038246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002808334,"about_ca_topic_score_gemma":6.449031e-7,"domain_scores_codex":[0.9986048,0.0002983086,0.000237596,0.0002966421,0.0001315462,0.0004310541],"domain_scores_gemma":[0.9992743,0.0001239069,0.00004110128,0.000215158,0.00004630047,0.0002992169],"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":[0.000369986,0.0001525373,0.000002632235,0.00001034694,0.00004818586,0.00001395769,0.00006510866,0.0004045193,0.003821742,0.000007355377,0.02625092,0.9688527],"study_design_scores_gemma":[0.0005540556,0.0001702744,0.00006584259,0.000007570969,0.00004207846,0.00002244881,0.000001295625,0.000816878,0.005020623,0.00002460829,0.9930254,0.000248948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03345371,0.00005156705,0.000002085163,0.0007814293,0.00004059139,0.0004784214,0.00003783024,0.0002737236,0.9648806],"genre_scores_gemma":[0.01445567,0.000003073184,0.00005733616,0.001027111,0.0003845571,0.00008444855,0.0000188893,0.00002713158,0.9839418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9686038,"threshold_uncertainty_score":0.8235349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509352004722105,"score_gpt":0.3437877343888261,"score_spread":0.2786942143416051,"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."}}