{"id":"W4200214666","doi":"10.4103/cjrm.cjrm_101_20","title":"The occasional challenge in a rural setting: COVID-19 intubations in patients living with obesity","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mills Memorial Hospital; University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Obesity; Medicine; Intensive care medicine; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001429305,0.00044956,0.0004550434,0.0009437401,0.00309132,0.001956225,0.0009622006,0.003317646,0.005223371],"category_scores_gemma":[0.01156795,0.0003849726,0.0003774022,0.0007470762,0.001176308,0.00210904,0.0014723,0.003557712,0.001053094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722012,"about_ca_system_score_gemma":0.004217007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132958,"about_ca_topic_score_gemma":0.05781449,"domain_scores_codex":[0.998137,0.0005068394,0.0001936887,0.0001417798,0.0003951968,0.0006254496],"domain_scores_gemma":[0.9948301,0.0009674276,0.001241161,0.00008837489,0.0006239998,0.00224893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003554806,0.0003896894,0.6549611,0.0004372509,0.00008239916,0.218288,0.01374344,0.0004358749,0.001706563,0.001647259,0.04509148,0.06286138],"study_design_scores_gemma":[0.00004821729,0.0009202111,0.406231,0.003086983,0.0001238357,0.3682912,0.170822,0.001739826,0.0005374351,0.003538479,0.04445222,0.0002084936],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675371,0.008302529,0.00172793,0.09075207,0.002173024,0.0001397955,0.0002776839,0.0001106827,0.02897913],"genre_scores_gemma":[0.9814944,0.004334458,0.001773787,0.00866897,0.00185726,0.0000451,0.0001265529,0.00006224506,0.001637163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0132958,"threshold_uncertainty_score":0.02643681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538756167079203,"score_gpt":0.267160189947024,"score_spread":0.251772628276232,"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."}}