{"id":"W4403301925","doi":"10.1002/ski2.455","title":"Safety and Efficacy of the Swift Microwave Device in Patients with Mild-to-Moderate Onychomycosis: Protocol of an Open-Label, Randomized, Dose-Finding Pilot Study","year":2024,"lang":"en","type":"article","venue":"Skin Health and Disease","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Swift; Protocol (science); Medicine; Randomized controlled trial; Open label; Medical physics; Internal medicine; Computer science; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01702777,0.003248285,0.005809451,0.001387058,0.002067423,0.001823889,0.003033001,0.004328996,0.01380903],"category_scores_gemma":[0.01198547,0.001510611,0.003365522,0.001464295,0.003193834,0.001962968,0.00117905,0.004173428,0.002896066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771134,"about_ca_system_score_gemma":0.008470966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011976,"about_ca_topic_score_gemma":0.002108986,"domain_scores_codex":[0.9910369,0.005777662,0.0009427067,0.0006341785,0.0008191463,0.0007893653],"domain_scores_gemma":[0.9912673,0.001906719,0.001805296,0.001428457,0.001586997,0.002005378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8555161,0.1134447,0.001492692,0.001879646,0.0005703644,0.0001515012,0.0002738348,0.001081821,0.009570207,0.0003816877,0.001771019,0.01386629],"study_design_scores_gemma":[0.6500762,0.3419169,0.002412988,0.00007987118,0.0003367037,0.00005396736,0.00006313637,0.0003627971,0.001498637,0.000228877,0.002924348,0.00004564392],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2265453,0.000572623,0.003360457,0.0004900679,0.0004489762,0.7639803,0.002341085,0.0001510631,0.002110104],"genre_scores_gemma":[0.2270227,0.0007962775,0.01022784,0.001306052,0.0006121123,0.7566646,0.001285172,0.00003171839,0.002053509],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01702777,"threshold_uncertainty_score":0.0900526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808417525462363,"score_gpt":0.3684874308270774,"score_spread":0.3304032555724538,"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."}}