{"id":"W4365802611","doi":"10.5114/pedm.2023.126458","title":"Ze’ev Hochberg (August 10, 1946 – January 5, 2023)","year":2023,"lang":"en","type":"article","venue":"Pediatric Endocrinology Diabetes and Metabolism","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Internal medicine; Medicine; Endocrinology; Pediatric endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001468212,0.0003410106,0.0007900905,0.0004625658,0.000197985,0.00002989581,0.0001536332,0.0002222844,0.000648637],"category_scores_gemma":[0.0003730154,0.0002883628,0.0002143115,0.0006329853,0.0001870363,0.0001136976,0.0001544676,0.0003938231,0.0007486726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452041,"about_ca_system_score_gemma":0.0000848212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220283,"about_ca_topic_score_gemma":0.000001941858,"domain_scores_codex":[0.9974221,0.00006869779,0.0004805381,0.0005935518,0.0002866467,0.001148483],"domain_scores_gemma":[0.9986622,0.0003053975,0.00008142402,0.0003835141,0.0001512091,0.0004162726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005476317,0.0007226929,0.6521832,0.0008798033,0.0008325949,0.0009946574,0.0005077822,0.000005876967,0.006405275,0.01033967,0.2528966,0.07368419],"study_design_scores_gemma":[0.01072073,0.0006060517,0.458501,0.00003325579,0.002195084,0.0001014947,0.0002132437,0.0002125687,0.0007824766,0.001921319,0.5239027,0.0008101506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671111,0.01642139,0.000004684459,0.001935623,0.001280173,0.000380698,0.00007580992,0.000304726,0.0124858],"genre_scores_gemma":[0.9638935,0.01398458,0.0001937095,0.001656064,0.002139905,0.0001771186,0.0002214352,0.00005264947,0.01768104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271006,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124685795818064,"score_gpt":0.2597393671162334,"score_spread":0.247270787534427,"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."}}