{"id":"W4310774255","doi":"10.4187/respcare.10012","title":"Underrepresentation of Respiratory Therapists as Experts in Delphi Studies on Respiratory Practices and Research Priorities","year":2022,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Ontario Tech University; McGill University; McMaster University; McGill University Health Centre; Hospital for Sick Children","funders":"","keywords":"Delphi method; Medicine; Respiratory care; Delphi; Best practice; Medical education; Intensive care medicine; Nursing","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3945716,0.001277494,0.001662482,0.009341409,0.005285093,0.01207984,0.003838698,0.003804344,0.005920342],"category_scores_gemma":[0.5450612,0.002079189,0.002246641,0.007950663,0.008380314,0.01533884,0.01930985,0.003803432,0.001108165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008973548,"about_ca_system_score_gemma":0.02111999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003351868,"about_ca_topic_score_gemma":0.004000001,"domain_scores_codex":[0.3741109,0.5170454,0.05181921,0.01267794,0.03702353,0.007323119],"domain_scores_gemma":[0.358257,0.5435269,0.02859856,0.01783742,0.04828531,0.003494915],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000347623,0.0000605057,0.01188481,0.02886985,0.00054282,0.001112813,0.7236207,0.0006177958,0.002090402,0.0332467,0.009788023,0.1878179],"study_design_scores_gemma":[0.0001703263,0.0003690099,0.01057475,0.06299422,0.0004370473,0.001878091,0.7377138,0.001863783,0.002615361,0.03369649,0.1473814,0.0003056856],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.43253,0.08494159,0.2717202,0.07692524,0.005401843,0.01795234,0.001637159,0.0003824113,0.1085093],"genre_scores_gemma":[0.8905162,0.02251362,0.04478877,0.01869305,0.0006928744,0.01796256,0.0004579655,0.0001988827,0.004176155],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6054285,"threshold_uncertainty_score":0.746601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7601942255570869,"score_gpt":0.6652810104891628,"score_spread":0.09491321506792416,"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."}}