{"id":"W4366814631","doi":"10.1186/s40463-023-00626-9","title":"Canadian multidisciplinary expert consensus on the use of biologics in upper airways: A Delphi study","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; Université de Montréal; University of Calgary; McMaster University; University of Toronto; Western University; McGill University; University of Ottawa; Ottawa Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Manitoba; Dalhousie University; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Alberta; Queen's University; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Delphi; Delphi method; Consensus conference; Medicine; Political science; Computer science; Internal medicine; Law; Artificial intelligence","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":[0.166168,0.0008552053,0.001011823,0.004575849,0.007475994,0.002818751,0.002124371,0.002287425,0.002636245],"category_scores_gemma":[0.1668967,0.0008361585,0.001540414,0.004478637,0.004133632,0.001757089,0.009627703,0.00187385,0.0003391622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02860077,"about_ca_system_score_gemma":0.09391161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2111473,"about_ca_topic_score_gemma":0.2356744,"domain_scores_codex":[0.8528065,0.1055686,0.009230411,0.00321659,0.01985335,0.009324518],"domain_scores_gemma":[0.8417669,0.07689121,0.006535685,0.003216627,0.06388892,0.007700633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003190174,0.0007182668,0.11263,0.008392914,0.0004543364,0.001293198,0.6116673,0.00230658,0.003738414,0.008660209,0.02216675,0.224782],"study_design_scores_gemma":[0.001020224,0.001960855,0.2569333,0.009224265,0.0003800828,0.0009606547,0.6150475,0.006368925,0.001917576,0.004341064,0.1011794,0.0006662141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293118,0.005285482,0.007813448,0.01041693,0.0005713936,0.01492112,0.0008250375,0.00004639665,0.03080837],"genre_scores_gemma":[0.9806599,0.001947234,0.008027479,0.001859087,0.00004929383,0.006362231,0.0002879127,0.00001791277,0.0007889323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7888527,"threshold_uncertainty_score":0.8787907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064449578320308,"score_gpt":0.3259742566136969,"score_spread":0.2195292987816661,"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."}}