{"id":"W2809270335","doi":"10.1097/der.0000000000000394","title":"Shellac: A Tertiary Care Center Experience","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tertiary care; Shellac; Medicine; Center (category theory); Family medicine; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001684609,0.0003254617,0.0004590871,0.00009967974,0.0005077582,0.00003024174,0.0004997369,0.001366846,0.02545073],"category_scores_gemma":[0.0006362178,0.0002721819,0.0001288987,0.00009564952,0.0002334147,0.0002248612,0.000247808,0.003213649,0.01158545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171628,"about_ca_system_score_gemma":0.0002274366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005150538,"about_ca_topic_score_gemma":0.00008967624,"domain_scores_codex":[0.9963957,0.0009470521,0.0007302365,0.0004921847,0.0006142128,0.0008206235],"domain_scores_gemma":[0.997489,0.0008592945,0.0003268751,0.0008874498,0.0002781465,0.0001591694],"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":[9.513934e-7,0.0000112829,0.01678778,0.001968807,0.0000173136,0.0002679045,0.03029466,5.033449e-9,6.435001e-7,0.000004696599,0.950152,0.0004939529],"study_design_scores_gemma":[0.0002723089,0.00002259755,0.003991229,0.001047365,0.00002993184,0.00001332338,0.004946659,0.000003799759,0.000009721028,0.0000600116,0.9893174,0.0002856996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003446362,0.0003682782,0.00005741604,0.9396503,0.003649007,0.0008492852,0.000194226,0.0001895642,0.05159558],"genre_scores_gemma":[0.008801596,0.0001330486,0.0002757877,0.9667276,0.01361672,0.0004300765,0.0008362225,0.0000602005,0.009118745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04247684,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021664690467194,"score_gpt":0.3990298768759288,"score_spread":0.3588132299712569,"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."}}