{"id":"W3163599437","doi":"10.1097/cce.0000000000000428","title":"Development and Content Validation of a Multidisciplinary Standardized Management Pathway for Hypoxemic Respiratory Failure and Acute Respiratory Distress Syndrome","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Interquartile range; Multidisciplinary approach; Intensive care medicine; Respiratory distress; Respiratory failure; Delphi method; Acute respiratory distress; Lung; Internal medicine; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1021698,0.000758631,0.0008166634,0.003332221,0.002554652,0.003050215,0.002044953,0.001122882,0.001342083],"category_scores_gemma":[0.1405352,0.0005482869,0.001171031,0.002230404,0.00179832,0.002179346,0.005406585,0.001498978,0.0003728994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119819,"about_ca_system_score_gemma":0.0759256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067533,"about_ca_topic_score_gemma":0.02135611,"domain_scores_codex":[0.9125823,0.05424411,0.01239668,0.002653451,0.01611886,0.002004671],"domain_scores_gemma":[0.8249828,0.04920887,0.01782074,0.01059069,0.09097575,0.006421124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008363949,0.003347169,0.1863384,0.007149455,0.0003587625,0.0008591095,0.07158734,0.008360093,0.01367782,0.006023129,0.01139159,0.6900707],"study_design_scores_gemma":[0.001654665,0.008834505,0.6279922,0.01765128,0.0007948514,0.001594947,0.1227094,0.04733508,0.03267672,0.01530918,0.1226498,0.0007974124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810496,0.0006228839,0.1225907,0.0046956,0.0002839329,0.0784382,0.001181424,0.0004387288,0.01069912],"genre_scores_gemma":[0.5194982,0.0006382265,0.4411209,0.0006091124,0.00004501364,0.03442635,0.002214639,0.00005604604,0.001391427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021698,"threshold_uncertainty_score":0.5403318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095432042136645,"score_gpt":0.4383873616249359,"score_spread":0.2288441574112714,"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."}}