{"id":"W3124785809","doi":"10.1097/eja.0000000000001458","title":"High flow nasal oxygen during procedural sedation for cardiac implantable electronic device procedures","year":2021,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sedation; Anesthesia; Nasal cannula; Ventilation (architecture); Randomized controlled trial; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005470891,0.0001702054,0.0004960951,0.000109073,0.0001225366,0.00001768901,0.0001348974,0.00004783975,0.00003745964],"category_scores_gemma":[0.0003058196,0.0001349946,0.0002012414,0.0001383511,0.00004215376,0.0001271144,0.00002456922,0.0002517863,0.00002878051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204449,"about_ca_system_score_gemma":0.0005573179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000187773,"about_ca_topic_score_gemma":0.000003301995,"domain_scores_codex":[0.9983749,0.0003626804,0.0004853419,0.0002200355,0.000158268,0.0003987509],"domain_scores_gemma":[0.9988717,0.00005743801,0.0003129261,0.0001471045,0.0004719831,0.000138862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01708622,0.001460081,0.1358363,0.002011046,0.003051436,0.01094306,0.004503087,0.001078107,0.6961067,0.002609488,0.04918754,0.07612693],"study_design_scores_gemma":[0.0068643,0.01714814,0.8730876,0.0004369573,0.0007018615,0.009815831,0.00101509,0.000114867,0.06202062,0.0002924837,0.02798095,0.0005212335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974499,0.0004779975,0.0002531694,0.001201431,0.0001263911,0.0002022667,0.0000050428,0.00001889595,0.0002649495],"genre_scores_gemma":[0.9943441,0.0005656959,0.002911509,0.0009778249,0.0005811836,0.000003306057,0.00006281348,0.00004601314,0.0005075629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7372514,"threshold_uncertainty_score":0.5504921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386241071645204,"score_gpt":0.2517157275192621,"score_spread":0.23785331680281,"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."}}