{"id":"W2791982900","doi":"10.1111/acem.13390","title":"Hot Off the Press: Peripheral Intravenous Cannula Insertion and Use in the Emergency Department","year":2018,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Markham Stouffville Hospital","funders":"","keywords":"Medicine; Emergency department; Triage; Emergency medicine; Confidence interval; Prospective cohort study; Medical emergency; Surgery; Internal medicine; Nursing","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":[0.0009434978,0.000291934,0.0003895179,0.0004546742,0.0003903245,0.000833515,0.0004460897,0.0007789703,0.002370872],"category_scores_gemma":[0.005964978,0.0003372436,0.0006434099,0.0004575095,0.0003958858,0.0008162919,0.0005717234,0.001100028,0.0003414905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814304,"about_ca_system_score_gemma":0.0005135331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541974,"about_ca_topic_score_gemma":0.00192149,"domain_scores_codex":[0.9987209,0.0004794998,0.0001037852,0.0001751249,0.0002427494,0.0002778489],"domain_scores_gemma":[0.9948663,0.001400544,0.002377685,0.0002198465,0.0002766839,0.0008589779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007733964,0.001842701,0.983638,0.00008193489,0.0002616601,0.00009105392,0.0003029148,0.0000458883,0.0002950015,0.00003436442,0.0002016437,0.005470719],"study_design_scores_gemma":[0.000100325,0.004468407,0.9945158,0.00001507601,0.00007642484,0.0001159669,0.000318997,0.00009589078,0.0001145662,0.00002155294,0.0001486322,0.000008227869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993793,0.0001741328,0.00003607746,0.00002680218,0.00001271232,0.0000162071,0.00005891306,0.000001742697,0.0002941605],"genre_scores_gemma":[0.9994796,0.00008653725,0.00004139652,0.00003590043,0.00002882027,0.0000156479,0.00008308962,0.000001640047,0.0002273173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002370872,"threshold_uncertainty_score":0.007931352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08277567466094722,"score_gpt":0.393384235528054,"score_spread":0.3106085608671068,"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."}}