{"id":"W2548962281","doi":"10.1177/1203475416677722","title":"Lasers for Onychomycosis","year":2016,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Food and drug administration; Clinical trial; Intensive care medicine; Clinical study design; Dermatology; Clinical research; Laser treatment; Nail disease; Laser; Pathology; Risk analysis (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112923,0.000985342,0.001349469,0.004576249,0.0004469061,0.001031181,0.0005664763,0.001061403,0.007326509],"category_scores_gemma":[0.00103008,0.0002663318,0.001087322,0.002890221,0.0005373312,0.001176995,0.0008437451,0.001969645,0.002846245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398853,"about_ca_system_score_gemma":0.001023799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179713,"about_ca_topic_score_gemma":0.002420922,"domain_scores_codex":[0.9995044,0.00006617367,0.00009623897,0.0000904461,0.0002142414,0.0000284395],"domain_scores_gemma":[0.9994774,0.0002633583,0.0001053489,0.00001846778,0.0001040079,0.00003143088],"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":[0.00004885654,0.00007690862,0.0001475631,0.03032029,0.0001116773,0.0001652022,0.00006203974,0.00009589083,0.001488258,0.001301975,0.01942084,0.9467604],"study_design_scores_gemma":[0.00003497377,0.0001690428,0.001860961,0.01423727,0.0003328646,0.004743151,0.0001013601,0.00005722472,0.0009081078,0.002208268,0.975323,0.00002379251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006798267,0.9989539,0.0000463981,0.00008787414,0.0001058095,0.000005011635,0.000008656952,0.000005944414,0.0007183597],"genre_scores_gemma":[0.0006762834,0.9984138,0.0001366738,0.000161472,0.0001035459,0.000005973407,0.00001950065,0.000001512055,0.0004812913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007326509,"threshold_uncertainty_score":0.02450961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554389260619093,"score_gpt":0.3786701871162538,"score_spread":0.2931262945100628,"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."}}