{"id":"W4385918361","doi":"10.1093/asjof/ojad076","title":"Developing Consensus-Based Guidelines for Case Reporting in Aesthetic Medicine: Enhancing Transparency and Standardization","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Allergan; Merz Pharmaceuticals","keywords":"Checklist; Medicine; Standardization; Transparency (behavior); MEDLINE; Medical education; Alternative medicine; Systematic review; Evidence-based medicine; Family medicine; Psychology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00753451,0.0002528604,0.0007323497,0.0004894618,0.0005999055,0.0001270688,0.0001568747,0.00009967527,0.00006821327],"category_scores_gemma":[0.00164228,0.0002097958,0.0001266391,0.0006524462,0.0001553296,0.0001436244,0.00005871144,0.000229769,0.00000980459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007442684,"about_ca_system_score_gemma":0.0003874815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889718,"about_ca_topic_score_gemma":0.0005850096,"domain_scores_codex":[0.9959565,0.0002166052,0.002522457,0.0003970973,0.0002462214,0.0006611547],"domain_scores_gemma":[0.9970401,0.0007368406,0.001268752,0.0002442658,0.0005819097,0.0001281274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006654011,0.0000932731,0.0872803,0.00008069976,0.0001095994,0.03605705,0.006475068,0.000557935,0.00009388853,0.002229141,0.3797693,0.4865884],"study_design_scores_gemma":[0.01259599,0.0009973132,0.005849452,0.007252272,0.0003154365,0.4717621,0.08825222,0.002602956,0.0009211799,0.02677258,0.3800573,0.002621218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6591973,0.002391728,0.03195879,0.3028043,0.001789864,0.0009976643,0.00001462822,0.00009979396,0.0007459069],"genre_scores_gemma":[0.9901568,0.0002587269,0.004597903,0.004391366,0.00004595392,0.0001485574,0.00002100702,0.0000745959,0.0003050513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4839672,"threshold_uncertainty_score":0.8555224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2961230702244113,"score_gpt":0.4682074453931243,"score_spread":0.172084375168713,"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."}}