{"id":"W2963263619","doi":"10.1097/acm.0000000000002887","title":"The Delphi Method","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"MEDLINE; Delphi method; Delphi; Medical education; Psychology; Computer science; Medicine; Political science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.04184147,0.001212933,0.001191742,0.007755999,0.002835535,0.003939508,0.00147426,0.001532198,0.01893184],"category_scores_gemma":[0.05749523,0.0008091014,0.001203266,0.004054898,0.003961666,0.002547518,0.006185786,0.001994756,0.003589096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269302,"about_ca_system_score_gemma":0.006608944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517857,"about_ca_topic_score_gemma":0.002213222,"domain_scores_codex":[0.8809859,0.1020569,0.003703004,0.002828034,0.008935349,0.001490842],"domain_scores_gemma":[0.9613448,0.03064799,0.001087196,0.001772102,0.004639776,0.0005081515],"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":[0.0006614138,0.0004269108,0.003390633,0.004145666,0.0003162584,0.0003070776,0.04443776,0.002701765,0.004787833,0.2759392,0.0233191,0.6395664],"study_design_scores_gemma":[0.0006810577,0.00206991,0.01585534,0.00863133,0.000387926,0.00268301,0.07181618,0.02621934,0.01351675,0.2925,0.564983,0.0006560955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03958236,0.001388145,0.7771103,0.002448943,0.000845056,0.02826277,0.000954993,0.000500064,0.1489073],"genre_scores_gemma":[0.2455504,0.00136928,0.6925501,0.00144843,0.000184236,0.02420251,0.0005725024,0.0001609619,0.03396157],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04184147,"threshold_uncertainty_score":0.2212815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611394363849612,"score_gpt":0.55500926716283,"score_spread":0.3938698307778687,"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."}}