{"id":"W3026401238","doi":"10.1136/ebnurs-2020-103303","title":"What are Delphi studies?","year":2020,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":535,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Delphi method; Delphi; Expert opinion; Set (abstract data type); Field (mathematics); Oracle; Anonymity; Computer science; Management science; Knowledge management; Data science; Psychology; Engineering ethics; Engineering; Artificial intelligence; Medicine; Mathematics","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":[0.1983039,0.002309594,0.003383332,0.01677737,0.007851899,0.0252677,0.004774803,0.009615158,0.01080635],"category_scores_gemma":[0.4334839,0.001815571,0.002973343,0.01587228,0.02368722,0.03532962,0.01214005,0.01037859,0.004578758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01392586,"about_ca_system_score_gemma":0.02623371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399551,"about_ca_topic_score_gemma":0.004165807,"domain_scores_codex":[0.6146122,0.3191383,0.0157506,0.009623232,0.03547892,0.005396803],"domain_scores_gemma":[0.5158468,0.3771923,0.01574524,0.01708634,0.06382174,0.01030749],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002705759,0.0001945416,0.003990186,0.01877301,0.0004640661,0.0005064562,0.06246045,0.0008036319,0.000359208,0.189722,0.1269862,0.5954698],"study_design_scores_gemma":[0.0001028035,0.0001217324,0.003194663,0.04262297,0.0001311323,0.0008152816,0.08917279,0.0008258427,0.0004235866,0.2893768,0.5729731,0.00023929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01485841,0.2321817,0.07763316,0.4950337,0.02941907,0.005477914,0.00147255,0.0008005165,0.1431229],"genre_scores_gemma":[0.3589678,0.2696575,0.1724666,0.1479169,0.01240973,0.02059277,0.002127292,0.0009783542,0.01488313],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8016961,"threshold_uncertainty_score":0.988634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.488451143739433,"score_gpt":0.5363186513031396,"score_spread":0.04786750756370656,"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."}}