{"id":"W4388464107","doi":"10.1089/derm.2023.0117","title":"Reading Patch Test through Line-Field Confocal Optical Coherence Tomography Eyes","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Optical coherence tomography; Dermatology; University hospital; Ophthalmology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616051,0.0004071131,0.0003607936,0.0005367604,0.0003221971,0.0002976311,0.000261346,0.0009230183,0.006049887],"category_scores_gemma":[0.00150779,0.0002044038,0.0003770859,0.0002072984,0.0002416278,0.0008491356,0.0002669799,0.0008716896,0.00120895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361032,"about_ca_system_score_gemma":0.000198758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268801,"about_ca_topic_score_gemma":0.001340718,"domain_scores_codex":[0.9995152,0.0001471215,0.00003739162,0.0001051252,0.0001362584,0.00005881272],"domain_scores_gemma":[0.9990589,0.0004340245,0.0000841157,0.000108602,0.000238044,0.00007633708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00480145,0.001100006,0.04731382,0.0004588446,0.0001011546,0.03197315,0.0009952756,0.0002659687,0.7935427,0.0005328449,0.003730835,0.1151838],"study_design_scores_gemma":[0.0003637104,0.01292414,0.2832292,0.0001236631,0.0005787775,0.124182,0.001626399,0.008959653,0.5500967,0.001177482,0.01660458,0.0001336938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438856,0.002342151,0.02662421,0.001328588,0.0002983898,0.0004586233,0.0003851263,0.0007677167,0.02390956],"genre_scores_gemma":[0.9847876,0.0006550569,0.006685933,0.0007956785,0.0001449836,0.00004982257,0.0001211108,0.00007358076,0.006686165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006049887,"threshold_uncertainty_score":0.02023894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108401038647691,"score_gpt":0.2855125852627177,"score_spread":0.2644285748762408,"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."}}