{"id":"W2900867377","doi":"10.1007/s40257-018-0403-4","title":"A Practical Guide to Curing Onychomycosis: How to Maximize Cure at the Patient, Organism, Treatment, and Environmental Level","year":2018,"lang":"en","type":"review","venue":"American Journal of Clinical Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Dermatophyte; Cure rate; Antifungal; Organism; Disease; Dermatology; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002449475,0.0005361955,0.003739924,0.0001790761,0.0001322118,0.00003786219,0.0002162242,0.0002133886,0.0001435109],"category_scores_gemma":[0.0009993686,0.0002898063,0.001062089,0.000221155,0.0006192968,0.00006924752,0.0002800835,0.0005095321,0.0002448448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033379,"about_ca_system_score_gemma":0.0005617135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478881,"about_ca_topic_score_gemma":0.000009425593,"domain_scores_codex":[0.9959565,0.0007932394,0.001894205,0.0005445793,0.0003455349,0.0004658727],"domain_scores_gemma":[0.9946092,0.00168952,0.001800819,0.0005852922,0.00007674471,0.001238357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007106596,0.001060261,0.006544535,0.0002574284,0.002600567,0.002192501,0.00009700821,4.468948e-8,4.911545e-7,0.000007354581,0.04809137,0.9384378],"study_design_scores_gemma":[0.001620277,0.005753155,0.001002392,0.001550542,0.005197965,0.02304342,0.0002447902,5.772226e-7,0.000003522327,0.000004661377,0.9613473,0.0002314095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0294788,0.9422112,0.0002277166,0.02489616,0.0007847692,0.001854508,0.0003648841,0.00002183212,0.0001601916],"genre_scores_gemma":[0.006096164,0.9856473,0.004421973,0.0028278,0.0004538169,0.00005236025,0.00003599238,0.00008247083,0.0003821149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9382064,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236926824048542,"score_gpt":0.4623947374434581,"score_spread":0.338702055038604,"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."}}