{"id":"W4389841250","doi":"10.5267/j.dsl.2023.12.003","title":"A multi-criteria decision-making integrated approach for identifying and ranking factors affecting the quality of cosmetic surgery clinic services","year":2023,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Ranking (information retrieval); Delphi method; Analytic network process; Quality management; Analytic hierarchy process; Medicine; Operations management; Computer science; Marketing; Business; Operations research; Service (business); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008961598,0.0001935197,0.0003971673,0.0006531562,0.0005937296,0.001113445,0.001571276,0.0000456733,0.000002289305],"category_scores_gemma":[0.004069005,0.0001236462,0.0001684642,0.003310816,0.0003941721,0.001636768,0.0007587822,0.0001396955,0.000008871955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003563905,"about_ca_system_score_gemma":0.00006144083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002168065,"about_ca_topic_score_gemma":0.000006354369,"domain_scores_codex":[0.9967571,0.0001449309,0.0007623695,0.000776266,0.001054903,0.0005044323],"domain_scores_gemma":[0.9843752,0.01439489,0.000363321,0.0005860271,0.0001731233,0.0001074411],"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":[0.0001444632,0.0001898184,0.1026617,0.0003701151,0.00004299049,0.00001493386,0.0209659,0.000311139,0.1576192,0.000243439,0.0007897801,0.7166466],"study_design_scores_gemma":[0.0008269403,0.00007865217,0.5461714,0.00128357,0.00001798009,0.00001593472,0.007544054,0.4352657,0.005081068,0.002957147,0.000116049,0.0006414267],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5704588,0.00001673365,0.4284921,0.00009216236,0.0006515678,0.0002099445,0.000003171298,0.00007011028,0.000005432683],"genre_scores_gemma":[0.9263548,0.000005428456,0.07306413,0.0005219745,0.00002390142,0.00001448156,0.000002627105,0.0000100197,0.000002586476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7160051,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745659204161084,"score_gpt":0.4410756692677557,"score_spread":0.2665097488516473,"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."}}