{"id":"W2078373030","doi":"10.2310/7750.2014.14095","title":"Dermatologic Surgical Pearls: Enhancing the Efficacy of the Traditional Elliptical Excision","year":2015,"lang":"fr","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dermatologic surgery; Surgical excision; Surgery; Dermatology","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":[0.002642344,0.0002662975,0.001223958,0.0001394923,0.0001483036,0.00002044483,0.0002212166,0.0002419708,0.0005759616],"category_scores_gemma":[0.00589885,0.000113438,0.0006144891,0.0003559944,0.001370127,0.00009137575,0.00005955751,0.0009462974,0.000008904042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007252034,"about_ca_system_score_gemma":0.0006157422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002516673,"about_ca_topic_score_gemma":0.000002561904,"domain_scores_codex":[0.9957584,0.0006803529,0.00157189,0.0001825953,0.00136665,0.000440078],"domain_scores_gemma":[0.9821587,0.01580754,0.0007277061,0.0002457492,0.0004313715,0.0006288841],"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":[0.01236032,0.003764263,0.06318864,0.001675496,0.002160153,0.0843047,0.01219035,0.0004891201,0.003231129,0.01908849,0.6583924,0.139155],"study_design_scores_gemma":[0.005017146,0.002123187,0.01782734,0.01031536,0.001824182,0.3871825,0.00914092,0.0005071801,0.001034881,0.004977837,0.5596419,0.0004075777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043341,0.1125711,0.00004600733,0.07649273,0.00473421,0.0001486345,0.000003886777,0.000005880264,0.001663448],"genre_scores_gemma":[0.9811509,0.009475065,0.00003574997,0.001577961,0.006836629,7.571956e-7,0.000002197498,0.00001902241,0.000901773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3028778,"threshold_uncertainty_score":0.70619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08028312597296217,"score_gpt":0.2974324098879563,"score_spread":0.2171492839149941,"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."}}