{"id":"W3043162609","doi":"10.24908/pocus.v5i1.14224","title":"The Hybrid POCUS-to-Echo Feasibility Study: Provision of Expedited Cardiac Point of Care Ultrasound Service (e-POCUS) by the Echocardiography Lab","year":2020,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Point of care ultrasound; Ultrasound; Radiology; Cardiology","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":[0.02586825,0.0005580891,0.0003710722,0.001439848,0.0006796191,0.00125989,0.0008973731,0.0008639712,0.001814832],"category_scores_gemma":[0.06109709,0.0005775493,0.0007223623,0.0007431417,0.001367797,0.002641422,0.002729797,0.0009346976,0.0004974424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008989259,"about_ca_system_score_gemma":0.002051354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977576,"about_ca_topic_score_gemma":0.001337912,"domain_scores_codex":[0.9844038,0.0109913,0.001069026,0.001006327,0.001706448,0.0008229489],"domain_scores_gemma":[0.9167136,0.04914205,0.0125565,0.003818506,0.0113792,0.006390147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006606637,0.002430049,0.9764783,0.0001300897,0.0001145065,0.0004210655,0.001875184,0.0004441295,0.0008096581,0.0001593058,0.0001939858,0.01033711],"study_design_scores_gemma":[0.001258365,0.06199728,0.9194066,0.00009638604,0.0001790148,0.001932327,0.006364247,0.005736188,0.001396573,0.0001727117,0.001346269,0.0001140877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998409,0.00004161566,0.0004512285,0.00004744877,0.00001108329,0.0003250833,0.00005521456,0.000004746577,0.0006546482],"genre_scores_gemma":[0.9986119,0.00001836205,0.0008933431,0.00004008737,0.00001843808,0.0002938514,0.00006686279,0.00000319422,0.00005391002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02586825,"threshold_uncertainty_score":0.136806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749043969259886,"score_gpt":0.3264933255463993,"score_spread":0.2990028858538004,"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."}}