{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009678123,0.0003355703,0.0004363438,0.000833868,0.0008098111,0.0008421299,0.0005203052,0.000409083,0.002003263],"category_scores_gemma":[0.002505679,0.0003702487,0.0005344371,0.001976445,0.0003082364,0.0005343204,0.0005478236,0.0006609377,0.0002331543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008980147,"about_ca_system_score_gemma":0.001578211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04991378,"about_ca_topic_score_gemma":0.04559612,"domain_scores_codex":[0.9989491,0.000204989,0.00008627836,0.0002999882,0.0002535961,0.0002059723],"domain_scores_gemma":[0.9981151,0.0001563352,0.0009180051,0.0001895692,0.0002857699,0.0003353045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003343713,0.00001212605,0.9993516,0.000004205986,0.00002679926,0.0000685421,0.00006284768,0.000007022626,0.00003709181,0.00001072092,0.00008023017,0.0003053682],"study_design_scores_gemma":[0.00001100108,0.00009059207,0.9987202,0.00001024206,0.00002790159,0.0004622064,0.0002852778,0.00007376147,0.00001988598,0.00001277482,0.0002823979,0.000003842982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982943,0.0002276235,0.0001075974,0.00006384927,0.00001097785,0.00002854574,0.0009935898,0.000002918101,0.0002706326],"genre_scores_gemma":[0.9986653,0.0002354985,0.0001465137,0.00005884487,0.00001690884,0.00003441713,0.000693748,0.00000255248,0.0001462522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04991378,"threshold_uncertainty_score":0.09924644,"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."}}