{"id":"W2981328317","doi":"10.1016/j.eclinm.2019.09.013","title":"Are respiratory rate counters really so bad? Throwing the baby out with the bath water","year":2019,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Respiratory rate; Concordance; Capnography; Pediatrics; Heart rate; Internal medicine; Anesthesia","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":[0.01724974,0.001007414,0.002502505,0.0009159402,0.001191443,0.003413165,0.002749039,0.007587733,0.007962782],"category_scores_gemma":[0.1579379,0.0004812209,0.001540401,0.0007152437,0.002741938,0.007880695,0.001675395,0.01453434,0.00630193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651399,"about_ca_system_score_gemma":0.002810141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003396391,"about_ca_topic_score_gemma":0.004094905,"domain_scores_codex":[0.9895486,0.004705952,0.001596284,0.0009271692,0.002719888,0.0005021137],"domain_scores_gemma":[0.9056156,0.05103265,0.01067739,0.003331545,0.02464378,0.004699089],"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":[0.001697746,0.0003500471,0.00732759,0.006188427,0.0006181489,0.001529187,0.001861125,0.0001523379,0.0009044401,0.001679379,0.7535238,0.2241679],"study_design_scores_gemma":[0.000797271,0.002599602,0.01549203,0.02088339,0.00148782,0.008813379,0.004796463,0.0004725571,0.003020908,0.008760139,0.932353,0.0005234901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007268246,0.08026747,0.002192572,0.8336441,0.07264935,0.0003952125,0.000515793,0.0001694207,0.002897729],"genre_scores_gemma":[0.0442739,0.06280506,0.006365566,0.7938945,0.08638334,0.0009254612,0.0003287715,0.0002974662,0.004725926],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01724974,"threshold_uncertainty_score":0.0912264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07307243342088389,"score_gpt":0.3919396956018768,"score_spread":0.3188672621809929,"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."}}