{"id":"W3041782613","doi":"10.1007/s12630-020-01747-9","title":"Critical care ultrasonography in shock management: the elephant in Canadian intensive care units","year":2020,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Western University","funders":"","keywords":"Ultrasonography; Intensive care; Shock (circulatory); Medicine; Intensive care medicine; Radiology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001411135,0.0009027799,0.001826863,0.003394984,0.0006374819,0.0005012189,0.00193566,0.001420542,0.0002074402],"category_scores_gemma":[0.008064686,0.0007564504,0.0006501002,0.002998239,0.0008250679,0.0003371393,0.00002474472,0.008075511,0.00003646976],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006742646,"about_ca_system_score_gemma":0.04015497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4403344,"about_ca_topic_score_gemma":0.9314162,"domain_scores_codex":[0.9926606,0.0004367626,0.002414495,0.0007309639,0.001392373,0.002364834],"domain_scores_gemma":[0.9811959,0.001573191,0.0008226225,0.0007520051,0.007764889,0.007891399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001889777,0.00002117951,0.02036918,0.0005126399,0.0002117663,0.6065623,0.01374961,0.00005217474,8.293641e-7,0.0003591404,0.3568798,0.001092413],"study_design_scores_gemma":[0.00173716,0.001090326,0.01412689,0.00221038,0.0006806881,0.2802721,0.05098048,0.000004201337,0.000002524184,0.0002082526,0.6479828,0.000704106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4703363,0.04955025,0.00001066832,0.09916519,0.3620048,0.005557741,0.001499441,0.0000757234,0.01179992],"genre_scores_gemma":[0.8625031,0.0009269302,0.000233775,0.001301744,0.1342764,0.00004418438,0.0003528655,0.0002287889,0.0001321285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4910817,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810643982157964,"score_gpt":0.282985890462953,"score_spread":0.2648794506413734,"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."}}