{"id":"W4214815492","doi":"10.7547/21-223","title":"The March Against Onychomycosis: A Systematic Review of the Sanitization Methods for Shoes, Socks, and Textiles","year":2022,"lang":"en","type":"review","venue":"Journal of the American Podiatric Medical Association","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"SOCKS; Medicine; Dermatology; Nail (fastener); Ultraviolet radiation; Computer science","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":[0.002413184,0.001190979,0.004461369,0.00804054,0.0005391414,0.001709284,0.001274316,0.001283817,0.004776143],"category_scores_gemma":[0.008343318,0.0005801885,0.003867673,0.009079621,0.0005806125,0.001683229,0.0009421661,0.000729383,0.0003286416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571835,"about_ca_system_score_gemma":0.006374654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005662703,"about_ca_topic_score_gemma":0.01572894,"domain_scores_codex":[0.9980269,0.0005086231,0.0007695505,0.0001530913,0.0004543313,0.00008747886],"domain_scores_gemma":[0.9945781,0.003760648,0.0009626859,0.00006265406,0.0005311897,0.0001047251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001082118,0.00001856358,0.0002893617,0.9341431,0.002016944,0.0001151238,0.0001388716,0.00006317665,0.0002107829,0.0002073074,0.002037767,0.06065086],"study_design_scores_gemma":[0.0001495481,0.0002892786,0.004202806,0.9004552,0.03327999,0.0009532017,0.000351999,0.00007826713,0.0002839663,0.0002816039,0.05964149,0.00003271842],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003308765,0.9992222,0.00003346138,0.00007624135,0.00004358364,0.00004561684,0.00007432416,0.000002577174,0.0001711429],"genre_scores_gemma":[0.002363283,0.9971997,0.0001265403,0.0001211015,0.00002476154,0.00005195791,0.00005191853,0.000001111244,0.00005973462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00804054,"threshold_uncertainty_score":0.0159778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295915434325089,"score_gpt":0.4009508813938042,"score_spread":0.3779917270505533,"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."}}