{"id":"W2753221134","doi":"10.7547/15-136","title":"Onychomycosis Infections","year":2017,"lang":"en","type":"article","venue":"Journal of the American Podiatric Medical Association","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Polymerase chain reaction; Kappa; Gold standard (test); Internal medicine; Biology; Genetics","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":[0.0005293855,0.00007403237,0.000296837,0.000074045,0.0002994671,0.00004272645,0.0002382417,0.0000540536,0.0001226672],"category_scores_gemma":[0.006471565,0.00004244745,0.0003653342,0.0001703883,0.00007134417,0.00009774073,0.00005514506,0.0003217759,0.00003645519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135371,"about_ca_system_score_gemma":0.0003960354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134436,"about_ca_topic_score_gemma":0.0000100712,"domain_scores_codex":[0.9981632,0.00008429892,0.000323346,0.00006930016,0.001210833,0.000148974],"domain_scores_gemma":[0.9969744,0.0001728664,0.002069823,0.0002777164,0.0002460039,0.0002591772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004334542,0.0003590857,0.9458048,0.000004792877,0.0002573257,0.00002826193,0.00001292644,6.401232e-7,0.000009254892,0.00001435544,0.01850092,0.03496424],"study_design_scores_gemma":[0.001254556,0.0002891753,0.9903959,0.00003968659,0.0005552937,0.00007911256,0.00001787593,0.0000235512,0.000016605,0.0001525941,0.00713548,0.00004015574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667451,0.0001114616,0.00004309681,0.02999796,0.0006698595,0.0000879751,0.000005719741,0.000007920614,0.002330854],"genre_scores_gemma":[0.9961139,0.0007477107,0.00009763081,0.001208396,0.0009167993,0.000002033831,6.35484e-7,0.000007786271,0.0009051316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04459106,"threshold_uncertainty_score":0.7747535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007675050591459716,"score_gpt":0.3066463831185273,"score_spread":0.2989713325270676,"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."}}