{"id":"W4296807760","doi":"10.1097/cm9.0000000000002254","title":"Corneal confocal microscopy meets continuous glucose monitoring: a tale of two technologies","year":2022,"lang":"en","type":"editorial","venue":"Chinese Medical Journal","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confocal microscopy; Continuous glucose monitoring; Confocal; Microscopy; Ophthalmology; Nanotechnology; Optometry; Chemistry; Optics; Materials science; Medicine; Diabetes mellitus; Physics; Endocrinology; Type 1 diabetes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001399311,0.0006578888,0.002047311,0.0004088504,0.000258162,0.00007724862,0.001038083,0.00141377,0.001489111],"category_scores_gemma":[0.00787554,0.000476801,0.0007265241,0.0004368857,0.0005758015,0.0001019922,0.0005632454,0.007203069,0.00003042836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291417,"about_ca_system_score_gemma":0.003048231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008915786,"about_ca_topic_score_gemma":0.00001151657,"domain_scores_codex":[0.9930716,0.0001987828,0.001314033,0.0005526782,0.004130227,0.0007327098],"domain_scores_gemma":[0.9963631,0.0008210053,0.0008349316,0.0007055843,0.0006325538,0.0006428159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00224234,0.001564848,0.05240691,0.0008724004,0.001830817,0.01953854,0.0005736902,0.000003037107,0.01410259,0.00003815625,0.8703871,0.03643952],"study_design_scores_gemma":[0.01041316,0.001961314,0.0007654178,0.001855017,0.000687067,0.001419744,0.0007943388,0.00003846235,0.004566578,0.0002977786,0.9765686,0.0006325424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3273695,0.01549351,0.0001052887,0.001426334,0.6543458,0.0003802902,0.0001264026,0.0002102064,0.0005426739],"genre_scores_gemma":[0.2366447,0.008813436,0.0008628952,0.0001136327,0.7518844,0.00004716097,0.0002699757,0.0002010975,0.001162721],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1061814,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007497927545880773,"score_gpt":0.3099484955543884,"score_spread":0.3024505680085076,"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."}}