{"id":"W4394349841","doi":"10.6084/m9.figshare.14276778","title":"Radiofrequency versus scalpel incision for upper blepharoplasty: a clinicopathologic and photo documentation comparison","year":2021,"lang":"en","type":"dataset","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blepharoplasty; Medicine; Documentation; Surgery; Computer science; Eyelid; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075185,0.0001824177,0.0003870211,0.0005653514,0.0001642727,0.0002543062,0.0001314858,0.000247084,0.001500739],"category_scores_gemma":[0.001697629,0.0001006276,0.0003822191,0.0003083528,0.0002401132,0.0003404827,0.000202344,0.0001610968,0.0002125657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196864,"about_ca_system_score_gemma":0.0001319599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008991816,"about_ca_topic_score_gemma":0.0002343268,"domain_scores_codex":[0.9995335,0.0001717542,0.00006538854,0.00009107315,0.00009386318,0.0000443792],"domain_scores_gemma":[0.9984137,0.0006070454,0.0005911003,0.00009090303,0.0001642822,0.0001330782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02399628,0.00205574,0.8918815,0.0005884096,0.0005075638,0.001955075,0.000419834,0.0001238887,0.02544716,0.0001300723,0.0002181144,0.05267641],"study_design_scores_gemma":[0.0005461143,0.02847057,0.9583419,0.00006681198,0.000399188,0.007648782,0.0007178459,0.0003580179,0.001995408,0.00008398165,0.00135224,0.00001927305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9982975,0.001078553,0.0001462728,0.00001229269,0.00001285439,0.00004177663,0.00002738271,0.000001603467,0.0003818132],"genre_scores_gemma":[0.9993877,0.0002650169,0.0001174295,0.00002111681,0.00002298615,0.00002269744,0.00004509725,7.206664e-7,0.0001171819],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001500739,"threshold_uncertainty_score":0.005686164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085741574511016,"score_gpt":0.3266538107183594,"score_spread":0.2857963949732493,"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."}}