{"id":"W2804875441","doi":"10.1017/cem.2018.396","title":"There are no shortcuts: A focus on POCUS","year":2018,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Content (measure theory); Medicine; Focus (optics); Action (physics); World Wide Web; Information retrieval; Computer science","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":[0.02157562,0.003771622,0.005998652,0.006232183,0.005095168,0.01301816,0.005140938,0.04407662,0.009150152],"category_scores_gemma":[0.1276275,0.00179908,0.003829618,0.003119697,0.006580292,0.008937338,0.003286202,0.04892715,0.008065038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007539248,"about_ca_system_score_gemma":0.01093686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155258,"about_ca_topic_score_gemma":0.01606385,"domain_scores_codex":[0.9738339,0.005365536,0.005081,0.002438411,0.01197542,0.001305707],"domain_scores_gemma":[0.8494025,0.06854442,0.008660587,0.003106047,0.05623779,0.01404864],"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":[0.00003424938,0.000009753127,0.00004084965,0.0005349757,0.00002749644,0.0002008611,0.00002524512,0.00001523655,0.00003108106,0.0004838211,0.9895318,0.009064757],"study_design_scores_gemma":[0.00009332775,0.000033207,0.0002241066,0.002377803,0.0001132636,0.0005972629,0.000123645,0.00008355114,0.00008056189,0.001575993,0.9946492,0.0000479997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002367279,0.01344933,0.0001146482,0.09292588,0.8925639,0.00001380585,0.00002478815,0.00002995747,0.0008541659],"genre_scores_gemma":[0.0002564961,0.007607883,0.0001427979,0.05708069,0.932808,0.00001480865,0.00001253471,0.0000267019,0.002050087],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04407662,"threshold_uncertainty_score":0.1141041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07867780610674167,"score_gpt":0.3899969530054064,"score_spread":0.3113191468986647,"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."}}