{"id":"W2522156212","doi":"10.1111/jep.12623","title":"Acceptability of an online modified Delphi panel approach for developing health services performance measures: results from 3 panels on arthritis research","year":2016,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of Calgary","funders":"RAND Corporation","keywords":"Delphi method; Popularity; Delphi; Likert scale; Medicine; Medical education; Quality (philosophy); Knowledge management; Psychology; Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2185286,0.0001226125,0.000530212,0.0003512429,0.0003333598,0.00008231074,0.0008225554,0.0002977522,0.00003869501],"category_scores_gemma":[0.1577623,0.00009174245,0.0001315464,0.0006858337,0.0004407869,0.001817278,0.00008879251,0.001004074,0.000003421494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687093,"about_ca_system_score_gemma":0.003738624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965468,"about_ca_topic_score_gemma":0.001416646,"domain_scores_codex":[0.9765584,0.01415404,0.003488636,0.0005013497,0.0047799,0.0005176506],"domain_scores_gemma":[0.9486159,0.04088083,0.002264576,0.0004905287,0.007494717,0.0002534423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00537936,0.001625046,0.001135562,0.0000597838,0.00004320402,0.000002604196,0.00582416,0.0004779611,0.00006755179,0.0004001747,0.000200256,0.9847844],"study_design_scores_gemma":[0.03281384,0.0143136,0.6408485,0.005316074,0.0001635634,0.00003039971,0.1337421,0.0566076,0.001420283,0.07792657,0.0357115,0.00110597],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498831,0.0002260519,0.01278528,0.03273316,0.0003976354,0.001972276,0.0001172717,0.00002189684,0.001863341],"genre_scores_gemma":[0.910959,0.003444077,0.08457021,0.0002997625,0.0006440107,0.00004109526,0.00001421783,0.00001444748,0.00001320482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9836783,"threshold_uncertainty_score":0.8493322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7565118044311108,"score_gpt":0.6446841362681601,"score_spread":0.1118276681629506,"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."}}