{"id":"W4240900873","doi":"10.1097/shk.0000000000000523","title":"A Cohort Study of Pediatric Shock","year":2016,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Shock (circulatory); Medicine; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552743,0.0002581472,0.0003036941,0.0004283319,0.0005207386,0.000544624,0.000333541,0.000409122,0.001764802],"category_scores_gemma":[0.003130135,0.0003330034,0.0005737826,0.0009492185,0.0001577941,0.0004807848,0.0004354772,0.0009044791,0.0002620331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869938,"about_ca_system_score_gemma":0.0009015442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247692,"about_ca_topic_score_gemma":0.01506068,"domain_scores_codex":[0.9991161,0.0002578926,0.00006499964,0.0001929048,0.0002060504,0.0001619929],"domain_scores_gemma":[0.9986628,0.0001782327,0.0004660889,0.0002814799,0.0001846955,0.0002267484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001019802,0.00008262799,0.9912497,0.00002747057,0.0003550613,0.000292085,0.0002369723,0.00003166795,0.0003274096,0.0002531838,0.001938287,0.004185822],"study_design_scores_gemma":[0.0001357147,0.0003721448,0.9953635,0.00003077821,0.0002410265,0.0007960358,0.0002768302,0.0001461614,0.00009063551,0.0001484489,0.002385588,0.00001317254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942128,0.001441543,0.0004957892,0.000422832,0.00009491168,0.00004601989,0.002228662,0.000006600408,0.001050848],"genre_scores_gemma":[0.9966576,0.0007781673,0.0003426871,0.0003084424,0.00008163234,0.00006040814,0.0009724559,0.000007235705,0.0007913599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247692,"threshold_uncertainty_score":0.02480859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05970383181719219,"score_gpt":0.3351534161673712,"score_spread":0.275449584350179,"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."}}