{"id":"W4200361564","doi":"10.1016/j.jaad.2021.12.029","title":"From the Cochrane library: Topical and device-based treatments for fungal infections of the toenails","year":2021,"lang":"en","type":"letter","venue":"Journal of the American Academy of Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Cochrane Library; Dermatology; Terbinafine; Adverse effect; Nail (fastener); Itraconazole; Surgery; Internal medicine; Antifungal; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002321923,0.001684797,0.004920084,0.00770332,0.001338171,0.003558963,0.001698062,0.01078945,0.06665623],"category_scores_gemma":[0.03483735,0.0007870837,0.002026669,0.006799589,0.0007798225,0.002570055,0.001297587,0.005155885,0.01515882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006593081,"about_ca_system_score_gemma":0.007454064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239817,"about_ca_topic_score_gemma":0.03615183,"domain_scores_codex":[0.9967415,0.000876825,0.000911952,0.0002431799,0.001035838,0.0001906623],"domain_scores_gemma":[0.9849151,0.008748812,0.002912895,0.0001828804,0.002125525,0.001114863],"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":[0.0006118736,0.00004167069,0.0002727099,0.05155211,0.0004083473,0.0005274365,0.00005524957,0.000111801,0.0001520516,0.0006320679,0.9059129,0.03972175],"study_design_scores_gemma":[0.005745656,0.0004898973,0.004712243,0.1348943,0.005049089,0.001926076,0.0002741902,0.0005888716,0.0004680711,0.004644028,0.84099,0.0002176756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001964523,0.610509,0.0006812566,0.237145,0.04438589,0.002445523,0.01834697,0.000701688,0.08382007],"genre_scores_gemma":[0.01874956,0.5345999,0.001956243,0.33415,0.04582487,0.0045215,0.007283386,0.0002284081,0.05268611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06665623,"threshold_uncertainty_score":0.2229873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134990769155616,"score_gpt":0.3176126386385294,"score_spread":0.2962627309469733,"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."}}