{"id":"W4388905814","doi":"10.1016/j.bjps.2023.11.024","title":"Comparison of skin grafts versus local flaps for facial skin cancer from the patient perspective: A feasibility study","year":2023,"lang":"en","type":"letter","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Skin cancer; Medicine; Dermatology; Surgery; Cancer; Computer science; Artificial intelligence; Internal medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001527747,0.0009198675,0.004076083,0.0008980372,0.0002238599,0.00006971053,0.0004871523,0.0008824933,0.0002326977],"category_scores_gemma":[0.003348459,0.0006666858,0.00255003,0.0007175624,0.001704269,0.0001934548,0.000132354,0.003110218,0.000009445215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812531,"about_ca_system_score_gemma":0.002422784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082263,"about_ca_topic_score_gemma":0.0002201219,"domain_scores_codex":[0.9921424,0.001147337,0.003269955,0.0009412224,0.001714491,0.0007845663],"domain_scores_gemma":[0.9768395,0.01506133,0.00433009,0.0007386548,0.002794375,0.0002360561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009700465,0.0009053205,0.552538,0.0001276282,0.002861097,0.0004409674,0.002360365,0.00003753551,0.00002104881,0.00001084667,0.2882626,0.1427341],"study_design_scores_gemma":[0.01382725,0.0135669,0.796235,0.007351734,0.01067165,0.002127741,0.07033469,0.0002980927,0.002674341,0.005571121,0.0740497,0.003291815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974508,0.0006486606,0.0008820909,0.007634874,0.01229147,0.00259859,0.001286662,0.00006895785,0.00008070465],"genre_scores_gemma":[0.9940553,0.0001167585,0.000414957,0.002032857,0.002783057,0.0002726791,0.00008354284,0.0002135837,0.00002725691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243697,"threshold_uncertainty_score":0.9995784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0773426446480113,"score_gpt":0.3702988955834107,"score_spread":0.2929562509353993,"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."}}