{"id":"W2594298405","doi":"10.1213/xaa.0000000000000488","title":"Regional Anesthesia With Noninvasive Ventilation for Shoulder Surgery in a Patient With Severe Chronic Obstructive Pulmonary Disease","year":2017,"lang":"en","type":"article","venue":"A & A Case Reports","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canada Research Chairs","funders":"","keywords":"Medicine; Anesthesia; Shoulder surgery; Brachial plexus; Pulmonary function testing; Anesthetic; Local anesthetic; Surgery; Phrenic nerve; Paralysis; Ventilation (architecture); Diaphragmatic breathing; Pulmonary disease; Nerve block; Respiratory system; Internal medicine","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":[0.0003609895,0.0009703776,0.001011629,0.001393293,0.00222615,0.001054741,0.0008274418,0.004440478,0.001682259],"category_scores_gemma":[0.002332913,0.0005049519,0.0008793012,0.001083667,0.001199277,0.001253445,0.0009966129,0.002615155,0.0004123503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009835885,"about_ca_system_score_gemma":0.001040372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929091,"about_ca_topic_score_gemma":0.003613848,"domain_scores_codex":[0.9995383,0.00007775448,0.00005719079,0.00007595257,0.00007329576,0.0001775471],"domain_scores_gemma":[0.9988776,0.0003208869,0.0002937524,0.00004386512,0.00004038313,0.0004235719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002280895,0.00003961669,0.007480216,0.00002538267,0.000006341366,0.9907136,0.00008942415,0.00004445957,0.0003501728,0.0001003367,0.0002150249,0.0009126157],"study_design_scores_gemma":[0.00001184399,0.00008480312,0.005619572,0.00002314474,0.000009194267,0.9933344,0.0001008971,0.0001726376,0.0001303884,0.00008302547,0.0004225948,0.000007495159],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663407,0.01128414,0.002471314,0.007770802,0.0005525302,0.0001696179,0.0001066559,0.00008264768,0.01122166],"genre_scores_gemma":[0.9933468,0.002231107,0.000912848,0.001513708,0.001025621,0.00002870992,0.00005023691,0.000009347442,0.0008816159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004440478,"threshold_uncertainty_score":0.007136524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236407375455123,"score_gpt":0.257179783649597,"score_spread":0.2348157098950458,"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."}}