{"id":"W4223447356","doi":"10.1186/s13063-022-06240-w","title":"Remote, real-time expert elicitation to determine the prior probability distribution for Bayesian sample size determination in international randomised controlled trials: Bronchiolitis in Infants Placebo Versus Epinephrine and Dexamethasone (BIPED) study","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"Respiratory viral infections research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; University of Ottawa; Public Health Ontario; Hospital for Sick Children","funders":"Alberta Children's Hospital Research Institute; Canadian Institutes of Health Research; Children's Hospital Research Institute of Manitoba; Hospital for Sick Children; Cure Kids; CHEO Research Institute; Research Manitoba; Children's Health Research Institute; Kidscan Children's Cancer Research; Schulich School of Medicine and Dentistry; Centre hospitalier universitaire Sainte-Justine; Canada Research Chairs; Women and Children's Health Research Institute; University of Ottawa","keywords":"Bronchiolitis; Medicine; Placebo; Sample size determination; Randomized controlled trial; Triage; Clinical trial; Emergency medicine; Physical therapy; Statistics; Surgery; Psychiatry; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03746866,0.0002333543,0.001827337,0.0003919239,0.0002142551,0.00007831158,0.0001782238,0.0000810508,0.000471333],"category_scores_gemma":[0.4015607,0.0001709327,0.0002383959,0.0005747231,0.00005823972,0.0001701514,0.0001288247,0.0002511182,0.000001584494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008846057,"about_ca_system_score_gemma":0.0002346141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199433,"about_ca_topic_score_gemma":0.001047593,"domain_scores_codex":[0.988612,0.007495369,0.002357547,0.0005358869,0.000661369,0.0003378409],"domain_scores_gemma":[0.8818246,0.1164674,0.0007415998,0.0004761822,0.000341176,0.0001490676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5533253,0.00109857,0.0032587,0.00004382195,0.0002750303,0.00001487974,0.002408237,0.0002734715,0.02821909,0.00003012363,0.0001771435,0.4108756],"study_design_scores_gemma":[0.8264284,0.005972424,0.08423202,0.00009870327,0.0003079918,0.00001434487,0.00141587,0.0769371,0.001954029,0.0009684033,0.001283623,0.000387063],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638025,0.00005497609,0.003026251,0.0011642,0.0003505791,0.03121707,0.000165815,0.00004160808,0.0001770615],"genre_scores_gemma":[0.9848676,0.0000469181,0.006019786,0.00008848808,0.0003310137,0.008405926,0.0001302009,0.00002648654,0.00008356092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104885,"threshold_uncertainty_score":0.9911286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165087976266606,"score_gpt":0.4574233228181975,"score_spread":0.2923353465515915,"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."}}