{"id":"W2075940743","doi":"10.1046/j.1468-3083.2002.00589.x","title":"Onychomycosis: strategies to improve efficacy and reduce recurrence","year":2002,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mediprobe Research (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Onycholysis; Antifungal; Drug; Concomitant; Genetic predisposition; Disease; Dermatology; Intensive care medicine; Surgery; Internal medicine; Pharmacology; Paronychia","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":[0.0001952671,0.0002842265,0.001585529,0.0002175811,0.00006874793,0.00001023427,0.0002969434,0.0002407969,0.00001280745],"category_scores_gemma":[0.0001521643,0.0001634547,0.0002920356,0.0001465431,0.0003298454,0.00005821982,0.0001944921,0.0008041361,0.00001316954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015548,"about_ca_system_score_gemma":0.0001070773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.352753e-7,"about_ca_topic_score_gemma":8.104178e-8,"domain_scores_codex":[0.9977549,0.0008126831,0.0008537591,0.0002361197,0.0001184251,0.0002241443],"domain_scores_gemma":[0.9983684,0.000205104,0.001006311,0.000159823,0.00004243201,0.0002179291],"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":[0.0001828598,0.0002623758,0.001450073,0.005178876,0.00121197,0.0004945511,0.0001204809,3.606414e-7,0.00001161893,0.0006695365,0.003664981,0.9867523],"study_design_scores_gemma":[0.002206166,0.0002483852,0.00868941,0.01072621,0.005386649,0.04190366,0.00003495044,9.231036e-7,0.00001838357,0.0002618158,0.9302909,0.0002324967],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006022908,0.9903725,0.000003618073,0.001811119,0.000254632,0.0003281944,0.00001383485,0.000005443428,0.001187688],"genre_scores_gemma":[0.0432899,0.9560106,0.0001342827,0.0002274695,0.0001737743,0.000002588792,0.000001291015,0.00002665331,0.0001334397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865198,"threshold_uncertainty_score":0.6665488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633573004033433,"score_gpt":0.3637918596431306,"score_spread":0.3074561296027963,"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."}}