{"id":"W3132468932","doi":"10.22374/jded.v4i1.35","title":"TREATMENT FOR CONJUNCTIVOCHALASIS: A COMBINED APPROACH UTILIZING RADIOFREQUENCY CAUTERIZATION AND THERMALIDTM PROCEDURE","year":2021,"lang":"en","type":"article","venue":"Journal of Dry Eye Disease","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meibomian gland; Cauterization; Etiology; Surgery; Ophthalmology; Eyelid; Internal 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":[0.0002501822,0.0005037371,0.0004931702,0.0007426745,0.0003663726,0.0003012875,0.0004732204,0.0004271706,0.004225114],"category_scores_gemma":[0.0002527086,0.0001467282,0.0007668618,0.0003213976,0.0002709497,0.0003355289,0.0004543725,0.0005456411,0.0006323481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426355,"about_ca_system_score_gemma":0.0003775037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003624425,"about_ca_topic_score_gemma":0.001491367,"domain_scores_codex":[0.9997841,0.00002794328,0.00002303904,0.00006327339,0.00006255951,0.0000391213],"domain_scores_gemma":[0.9998679,0.00003225192,0.00004190452,0.00002039264,0.00001051303,0.00002700888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.004037584,0.005382624,0.0389959,0.001474729,0.0006266069,0.01458186,0.0002797481,0.0008540998,0.3199583,0.0004643102,0.002890887,0.6104533],"study_design_scores_gemma":[0.003583284,0.08528361,0.4624828,0.0005589255,0.001240848,0.2643276,0.0007007622,0.006097546,0.1350501,0.0006467278,0.03977991,0.0002478469],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502454,0.01726379,0.01944989,0.0006389098,0.0002048617,0.0009038433,0.000180159,0.0004054571,0.01070774],"genre_scores_gemma":[0.9686761,0.003990194,0.02181891,0.0005700467,0.0003732435,0.0003195715,0.0001605714,0.00002634781,0.004065124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225114,"threshold_uncertainty_score":0.01413441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195217458118515,"score_gpt":0.2755998709994008,"score_spread":0.2560781251875493,"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."}}