{"id":"W4378695721","doi":"10.5114/dr.2023.127715","title":"Surgical pearl: curved surgical blade for excision on concavesurfaces","year":2023,"lang":"en","type":"article","venue":"Dermatology Review","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surgical excision; Blade (archaeology); Medicine; 3d printed; 3d printer; Surgery; Mechanical engineering; Biomedical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001603069,0.0001797532,0.0007759015,0.0000620607,0.00007823804,0.000007249782,0.00007683979,0.0001097154,0.0002962035],"category_scores_gemma":[0.0001331219,0.000123446,0.0003347729,0.0002556349,0.00007162637,0.00002910142,0.00003470785,0.000105906,0.001514435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002011674,"about_ca_system_score_gemma":0.00005388602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003038348,"about_ca_topic_score_gemma":4.992268e-7,"domain_scores_codex":[0.9986673,0.0001358203,0.0003708208,0.0003183449,0.0001806572,0.000327064],"domain_scores_gemma":[0.9989001,0.0004569117,0.00007885873,0.0002937128,0.00006094363,0.0002095376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002511644,0.002109621,0.09630195,0.0242801,0.00135962,0.04891462,0.00008815976,0.000002649002,0.00003250523,0.01003943,0.7050088,0.1093509],"study_design_scores_gemma":[0.004957779,0.000247698,0.00840756,0.00228539,0.0004665059,0.002518174,0.00001001065,0.00009530877,0.00005420201,0.000152061,0.9806405,0.000164766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308113,0.3282619,0.000005956461,0.03008699,0.0003679355,0.003274987,0.0001129086,0.000476791,0.006601235],"genre_scores_gemma":[0.6367785,0.3550169,0.0001150188,0.003034823,0.0001476488,0.0004322664,0.00122387,0.00006334335,0.003187577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2756318,"threshold_uncertainty_score":0.999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777063816562917,"score_gpt":0.4029033194373589,"score_spread":0.3451326812717297,"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."}}