{"id":"W3025054242","doi":"10.1017/cem.2020.201","title":"MP53: A feasibility analysis for successful completion of IVC ultrasound in hypotensive emergency department patients","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Inferior vena cava; Emergency department; Emergency ultrasound; Resuscitation; Ultrasound; Intravascular volume status; Prospective cohort study; Surgery; Radiology; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.002758577,0.0004585132,0.0004366371,0.001649408,0.0005736261,0.001661357,0.0005962441,0.0008613856,0.005827955],"category_scores_gemma":[0.02220299,0.000281689,0.0007981266,0.0008169058,0.0005463699,0.001072061,0.000818511,0.0009516997,0.001396801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662748,"about_ca_system_score_gemma":0.001825805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450949,"about_ca_topic_score_gemma":0.001555342,"domain_scores_codex":[0.9973713,0.0006854534,0.0002731646,0.0003122963,0.0008642544,0.0004934676],"domain_scores_gemma":[0.9880282,0.005666727,0.003169506,0.0003133604,0.001643652,0.001178601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002253958,0.000273086,0.9702061,0.0001818151,0.00008225287,0.00164987,0.0002503324,0.0002018328,0.00249692,0.0002748048,0.001023396,0.02110564],"study_design_scores_gemma":[0.00009172861,0.001956444,0.9859702,0.0001887576,0.0002774459,0.004930764,0.000947719,0.001332478,0.001868457,0.0002283934,0.002169208,0.00003834107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904431,0.0009915869,0.001649822,0.0004585657,0.00006804364,0.0002948308,0.0005709784,0.00003409102,0.005489067],"genre_scores_gemma":[0.9963154,0.0003409476,0.002170963,0.00009863149,0.00007020189,0.0001621448,0.0004223739,0.00002346569,0.0003958377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005827955,"threshold_uncertainty_score":0.0194965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661018266523151,"score_gpt":0.392915479980027,"score_spread":0.2268136533277119,"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."}}