{"id":"W4391558348","doi":"10.1159/000536289","title":"CO<sub>2</sub> Laser-Assisted Nail Sampling for Mycological Testing in Onychomycosis","year":2024,"lang":"en","type":"article","venue":"Skin Appendage Disorders","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Nail (fastener); Medicine; Nail plate; Nuclear medicine; Surgery; Materials 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":[0.0006913287,0.0003572084,0.0004012073,0.0005672686,0.0004261087,0.000384503,0.0003062962,0.000363736,0.00157787],"category_scores_gemma":[0.0008374418,0.00020929,0.0002662234,0.0004000365,0.0004570716,0.0003424243,0.0004182108,0.0002336996,0.0003826983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002995984,"about_ca_system_score_gemma":0.000560406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628462,"about_ca_topic_score_gemma":0.001607431,"domain_scores_codex":[0.9995547,0.0001365709,0.00008785357,0.00007961972,0.00008194079,0.00005925616],"domain_scores_gemma":[0.9995781,0.0001028654,0.0001176345,0.00004268939,0.00004814316,0.0001106126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004798816,0.0007994286,0.926668,0.0003147251,0.00005384009,0.008959275,0.0003416223,0.0002259358,0.02195358,0.00008752805,0.0005697197,0.0352275],"study_design_scores_gemma":[0.0003004987,0.005855238,0.9543645,0.0001176854,0.0001621482,0.02638029,0.0008390508,0.001273266,0.008423167,0.00009994081,0.002151283,0.00003297704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978269,0.0005142592,0.0006878631,0.00002017894,0.0000135121,0.0001569034,0.00008076163,0.000005601265,0.0006940112],"genre_scores_gemma":[0.998445,0.0002620786,0.0007699143,0.00004393142,0.00002023934,0.0001095894,0.0001491791,0.000003191749,0.0001969249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00157787,"threshold_uncertainty_score":0.005278528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838430222724037,"score_gpt":0.3236876841492451,"score_spread":0.2853033819220047,"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."}}