{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006464475,0.0005799041,0.0005173684,0.0006927133,0.0006610296,0.0008511344,0.0002625257,0.0004412422,0.00427185],"category_scores_gemma":[0.002754537,0.0001686357,0.0002475485,0.000753122,0.0003828733,0.0004016205,0.0008666863,0.0005833263,0.0008785827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000494516,"about_ca_system_score_gemma":0.0006328226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565125,"about_ca_topic_score_gemma":0.001384846,"domain_scores_codex":[0.9985268,0.000296819,0.0002288136,0.0002090585,0.000457982,0.0002806118],"domain_scores_gemma":[0.9986997,0.0002737365,0.0005380486,0.00008717577,0.0002243213,0.0001770741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005152306,0.0002299788,0.8164069,0.001196925,0.0001846459,0.02656663,0.0007760458,0.0003041544,0.009125769,0.0005582699,0.005236801,0.1388987],"study_design_scores_gemma":[0.00004840638,0.0006579816,0.7645179,0.001497741,0.0001721114,0.2057254,0.001616426,0.0005818687,0.005659593,0.0009891369,0.01849164,0.00004179571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529098,0.01581128,0.002236794,0.0006332869,0.0002243601,0.0002648509,0.000653665,0.0001265025,0.02713948],"genre_scores_gemma":[0.994382,0.003066348,0.0008223829,0.0002996608,0.00006712839,0.0000353877,0.0003849426,0.000009413337,0.0009328044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00427185,"threshold_uncertainty_score":0.01429069,"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."}}