{"id":"W3048891162","doi":"10.1017/cem.2020.449","title":"The future is in your hands – Handheld ultrasound in the emergency department","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Association of Emergency Physicians; China Academy of Engineering Physics; University of Ottawa","keywords":"Medicine; Mobile device; Emergency department; Medical emergency; Content (measure theory); Action (physics); World Wide Web; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004482957,0.0005973713,0.0005379997,0.001251879,0.002688864,0.003874517,0.001189231,0.004253143,0.03273623],"category_scores_gemma":[0.01306548,0.0003627187,0.0005914256,0.000641065,0.003427645,0.005154195,0.002850513,0.006267458,0.008737599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744005,"about_ca_system_score_gemma":0.006056434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800671,"about_ca_topic_score_gemma":0.04100425,"domain_scores_codex":[0.9965563,0.00120453,0.0002174235,0.0002917332,0.001292373,0.0004376066],"domain_scores_gemma":[0.9901993,0.002461613,0.0005407399,0.0003572171,0.002570092,0.003871014],"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":[0.0002701325,0.0001890569,0.008179661,0.001099443,0.00003953824,0.004720043,0.001614584,0.0002879064,0.002931597,0.01140863,0.50539,0.4638694],"study_design_scores_gemma":[0.00005597383,0.0003003755,0.01137713,0.003661061,0.00004010426,0.01990335,0.004677027,0.0003515988,0.0009632572,0.01942012,0.9390873,0.0001625162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01021713,0.1109082,0.006801289,0.66715,0.03493495,0.00008593343,0.000192746,0.0005850309,0.1691248],"genre_scores_gemma":[0.2509901,0.2246196,0.02464687,0.2918661,0.09190703,0.0001506297,0.0003464682,0.0006295652,0.1148436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03273623,"threshold_uncertainty_score":0.1095135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105429116225488,"score_gpt":0.3814319092196745,"score_spread":0.2708889975971257,"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."}}