{"id":"W4290723944","doi":"10.26443/mjm.v20i2.872","title":"Approach to Shock","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Shock (circulatory); Inotrope; Intensive care medicine; Organ dysfunction; Pathophysiology; Septic shock; Etiology; Perfusion; Cardiology; Sepsis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005394683,0.00112591,0.0004998573,0.001612496,0.001123166,0.001952688,0.001274848,0.002936841,0.01127486],"category_scores_gemma":[0.001672858,0.0001850258,0.0007160836,0.0005847042,0.00179738,0.001791139,0.003453689,0.006616186,0.00541586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279927,"about_ca_system_score_gemma":0.002432547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607617,"about_ca_topic_score_gemma":0.002950746,"domain_scores_codex":[0.9995579,0.000117984,0.00003614866,0.00006607845,0.0001413599,0.00008063922],"domain_scores_gemma":[0.9995595,0.00008870142,0.00002709682,0.00002493765,0.000151283,0.0001484805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001910535,0.0002011826,0.002447532,0.00214986,0.00007737756,0.01990181,0.001648154,0.0007889731,0.005622395,0.1124454,0.3331497,0.5213765],"study_design_scores_gemma":[0.00003248763,0.0001366378,0.0009856068,0.001354185,0.00002867113,0.03419231,0.000625268,0.0002373623,0.0006681816,0.03524328,0.9264605,0.0000355128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009348679,0.3698824,0.0783383,0.2379036,0.0509161,0.0004225379,0.0003820938,0.001239109,0.2515672],"genre_scores_gemma":[0.1149118,0.422262,0.06710882,0.1887457,0.05257019,0.0006084161,0.0005774195,0.0004184052,0.1527973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01127486,"threshold_uncertainty_score":0.03771812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229466782232396,"score_gpt":0.2442090912967241,"score_spread":0.2119144234744001,"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."}}