{"id":"W4396212739","doi":"10.2196/56271","title":"Defining and Risk-Stratifying Immunosuppression (the DESTINIES Study): Protocol for an Electronic Delphi Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunosuppression; Pandemic; Protocol (science); Medicine; Preprint; Comparability; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Immunology; Computer science; Pathology; Alternative medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1720155,0.00332847,0.002844614,0.004569811,0.004392359,0.004833525,0.003763863,0.005138648,0.06183504],"category_scores_gemma":[0.1146436,0.003114945,0.003704221,0.003304357,0.004385215,0.005756678,0.006301653,0.007917619,0.01575857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007927438,"about_ca_system_score_gemma":0.03286203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254874,"about_ca_topic_score_gemma":0.004090256,"domain_scores_codex":[0.9076474,0.07148521,0.01002428,0.002979295,0.003959439,0.003904333],"domain_scores_gemma":[0.9208837,0.0370549,0.006969208,0.01037841,0.01961429,0.005099599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06128983,0.01406264,0.01025563,0.09454507,0.0009650263,0.005338863,0.1314355,0.01503362,0.01158264,0.08330545,0.2580262,0.3141595],"study_design_scores_gemma":[0.05660674,0.01310977,0.02243315,0.06020041,0.0004241727,0.00105432,0.06901784,0.01179781,0.007742557,0.05640835,0.700196,0.001008937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001607389,0.00008346788,0.003982544,0.0005345453,0.0001337434,0.991514,0.0009030841,0.00004954084,0.001191654],"genre_scores_gemma":[0.0009757442,0.00005514266,0.003159777,0.0001639505,0.00001705114,0.9953513,0.0001072154,0.00000406513,0.0001656877],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1720155,"threshold_uncertainty_score":0.9097159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3973164555808913,"score_gpt":0.6769617876749804,"score_spread":0.2796453320940891,"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."}}