{"id":"W4414823153","doi":"10.1016/j.ejcskn.2025.100757","title":"Defining melanoma quality indicators: A modified Delphi approach","year":2025,"lang":"en","type":"article","venue":"EJC Skin Cancer","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Doug Bragg Enterprises (Canada); Sunnybrook Health Science Centre; University of Toronto; Western University; Health Sciences Centre; McMaster University Medical Centre; Women's College Hospital; Lakeridge Health; University of Ottawa; Oakville Public Library; Mount Sinai Hospital; Princess Margaret Cancer Centre; McMaster University; Queen's University; Cancer Care Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Delphi method; Likert scale; Delphi; Quality (philosophy); Quality assurance; Melanoma; Mucosal melanoma; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1825206,0.002187651,0.001569095,0.009424325,0.004711097,0.003945928,0.00308017,0.001997687,0.005202861],"category_scores_gemma":[0.1486504,0.001533769,0.002323993,0.005394301,0.006178746,0.004455735,0.01240322,0.00308184,0.001060718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009910801,"about_ca_system_score_gemma":0.02148598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393041,"about_ca_topic_score_gemma":0.004980901,"domain_scores_codex":[0.7408555,0.223399,0.01547133,0.004719196,0.01140547,0.004149493],"domain_scores_gemma":[0.8791149,0.08142464,0.006405225,0.005418443,0.02579522,0.001841545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001621427,0.000942959,0.01646074,0.01180057,0.0005831767,0.001115591,0.4449955,0.01122171,0.01641994,0.06886076,0.01193624,0.4140415],"study_design_scores_gemma":[0.001381398,0.004687058,0.03680516,0.01282975,0.0005013078,0.001934234,0.5494641,0.0545829,0.01459024,0.2057033,0.116389,0.001131556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2344663,0.001196041,0.5766198,0.009022069,0.0003750603,0.1536159,0.001026565,0.0003515713,0.02332675],"genre_scores_gemma":[0.2790331,0.0007255338,0.6274391,0.001244794,0.00006370043,0.08900572,0.0003543947,0.00005465474,0.002078949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1825206,"threshold_uncertainty_score":0.9652725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022740228994515,"score_gpt":0.4835386961224877,"score_spread":0.3812646732230362,"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."}}