{"id":"W3021069496","doi":"10.1097/iop.0000000000001690","title":"The Role of Postoperative Bandage Contact Lens in Patients Undergoing Fasanella-Servat Ptosis Repair","year":2020,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Blurred vision; Ptosis; Bandage; Surgery; Eye disease; Prospective cohort study; Randomized controlled trial; Ophthalmology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071449,0.0002001723,0.0005867442,0.00008720412,0.0001195154,0.00001861237,0.00005854262,0.0001033397,0.0000442035],"category_scores_gemma":[0.0009891414,0.0001387862,0.0001927567,0.0002240978,0.0001592473,0.0001506936,0.00005492403,0.0002492999,0.000008840178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000049984,"about_ca_system_score_gemma":0.0002427565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004694918,"about_ca_topic_score_gemma":0.00001462889,"domain_scores_codex":[0.9985139,0.0001389754,0.0005010024,0.0003428528,0.0002319007,0.0002713047],"domain_scores_gemma":[0.9968476,0.002516075,0.0001789405,0.0001677393,0.0001585313,0.0001311429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006567005,0.00004782006,0.9925302,0.00004166441,0.0001641214,0.0000399605,0.0003819843,0.00000316623,0.001229731,0.0002902108,0.0000240808,0.004590382],"study_design_scores_gemma":[0.001283597,0.0004798226,0.9903033,0.0003193724,0.00007478958,0.00004513958,0.003636487,0.0004760092,0.002609842,0.0001199923,0.0004490162,0.0002026117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967123,0.0006765699,0.00001459067,0.0003189748,0.0002381256,0.0002671009,0.00003671555,0.00002040152,0.001715186],"genre_scores_gemma":[0.9993876,0.0002939236,0.00006368085,0.0001544142,0.00002759171,0.000005789253,0.00001334349,0.00001857841,0.0000350306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00438777,"threshold_uncertainty_score":0.5659535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354555203794706,"score_gpt":0.2103356334493239,"score_spread":0.1967900814113769,"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."}}