{"id":"W2330715302","doi":"10.1097/shk.0000000000000355","title":"A Cohort Study of Pediatric Shock","year":2015,"lang":"en","type":"article","venue":"Shock","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Cohort; Shock (circulatory); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237263,0.00008014025,0.0002198219,0.00006949461,0.00001502654,0.000002793198,0.00005572522,0.00003795461,0.0000538398],"category_scores_gemma":[0.00007074832,0.00006263007,0.00004270421,0.0002087482,0.00001417435,0.00002729778,0.00003790476,0.00007424548,0.00005708419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002198378,"about_ca_system_score_gemma":0.00008831039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002225062,"about_ca_topic_score_gemma":0.00003488432,"domain_scores_codex":[0.9992284,0.00001550158,0.0001814793,0.0001420224,0.0003036096,0.000129031],"domain_scores_gemma":[0.9994536,0.00001489108,0.00004723818,0.0002266245,0.0001050597,0.0001525937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646048,0.0005929045,0.9848061,0.00001759317,0.0000441381,0.00002459073,0.0007140638,0.00001464957,0.00001040274,0.00002733791,0.0130084,0.0005752108],"study_design_scores_gemma":[0.005141605,0.003349164,0.9801549,0.000006673395,0.0005126061,0.00002401826,0.008531379,0.0002501572,0.00003299936,0.0002659946,0.001563296,0.0001672491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840612,0.0005091187,0.00007331285,0.00008145877,0.0000861496,0.0004633605,0.000001429315,0.00003127601,0.01469271],"genre_scores_gemma":[0.9984511,0.00002166021,0.0001186295,0.00006963341,0.0001724456,0.000007704645,0.000005320004,0.00001214213,0.001141362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438992,"threshold_uncertainty_score":0.255398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175918157214601,"score_gpt":0.2975187205716998,"score_spread":0.2657595389995537,"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."}}