{"id":"W4244735314","doi":"10.1016/j.jaad.2021.06.703","title":"28076 Patient perceptions of aesthetic benefit: Comparing benign lesion clearance to other common aesthetic procedures","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Lesion; Contouring; Surgery; Aesthetic value; Dermatology; Aesthetics","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":[0.001959538,0.0001996214,0.0003131068,0.0005983191,0.0003582453,0.0004018984,0.0001854958,0.0002761134,0.007956287],"category_scores_gemma":[0.007801127,0.000106362,0.0005096734,0.000427884,0.0004021291,0.0005831189,0.0003672995,0.0003963652,0.0006113257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176424,"about_ca_system_score_gemma":0.0003095055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008800044,"about_ca_topic_score_gemma":0.001746356,"domain_scores_codex":[0.9990632,0.0004204793,0.00009495235,0.00005445348,0.0002842105,0.00008276072],"domain_scores_gemma":[0.9950346,0.003211804,0.0007025809,0.0001251108,0.0003643949,0.0005615777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09481796,0.0121688,0.7053696,0.0005611012,0.000727726,0.0007693504,0.003106011,0.001385853,0.01118017,0.0008093138,0.00286221,0.1662419],"study_design_scores_gemma":[0.002380425,0.07254816,0.9133976,0.00005652999,0.0003888786,0.001097539,0.002761602,0.001327938,0.002712115,0.0003000847,0.002970474,0.00005869216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973768,0.0001359728,0.00004052365,0.00003363616,0.00001770566,0.00002360067,0.0000521478,0.000002123291,0.002317522],"genre_scores_gemma":[0.9992388,0.00006496579,0.0001010555,0.00004646218,0.00001735612,0.000013174,0.00003971574,0.000001605224,0.0004766903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007956287,"threshold_uncertainty_score":0.02661645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774507171030113,"score_gpt":0.3411525659259859,"score_spread":0.3134074942156848,"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."}}