{"id":"W4399805768","doi":"10.1097/shk.0000000000002411","title":"SHOCK SYNOPSIS JULY 2024","year":2024,"lang":"en","type":"article","venue":"Shock","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster University Medical Centre; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Shock (circulatory); Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000498906,0.001192859,0.0006707726,0.001784506,0.0008982089,0.002182334,0.0008923647,0.002318206,0.2428475],"category_scores_gemma":[0.001351014,0.0003625678,0.0005975557,0.0008189857,0.0003554925,0.0009661024,0.001357333,0.002027025,0.1022256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007608058,"about_ca_system_score_gemma":0.00078729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224966,"about_ca_topic_score_gemma":0.00658575,"domain_scores_codex":[0.9996626,0.00002782997,0.00002327267,0.0000390878,0.0001925125,0.00005469648],"domain_scores_gemma":[0.9991879,0.0001164978,0.00005744762,0.00005097028,0.0004327865,0.0001544449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002137862,0.00001924638,0.00005414552,0.0003091045,0.000005355041,0.0001234153,0.000006553948,0.000088706,0.0006728815,0.0008608818,0.9541094,0.04353641],"study_design_scores_gemma":[0.000009025805,0.00002751328,0.0002538761,0.0000838712,0.000003098014,0.00003388403,0.000007135363,0.00002748559,0.0001586468,0.0001983438,0.999194,0.000003208743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001560401,0.04505431,0.002121427,0.01826912,0.3366773,0.0004835409,0.003284104,0.001070463,0.5914794],"genre_scores_gemma":[0.002478594,0.009531956,0.0002077421,0.00428285,0.02795163,0.00005981237,0.001202959,0.0001108736,0.9541735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7571526,"threshold_uncertainty_score":0.8124057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008563862315757701,"score_gpt":0.2289723735292822,"score_spread":0.2204085112135244,"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."}}