{"id":"W3104651931","doi":"10.1016/j.jtos.2020.11.003","title":"Assessment of response to multimodal management of neurotrophic corneal disease","year":2020,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"European Genetics Foundation","keywords":"Medicine; Pars plana; Vitrectomy; Perforation; Ophthalmology; Corneal perforation; Surgery; Visual acuity","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":[0.0008465148,0.0002609447,0.0005754163,0.0006420669,0.0001874014,0.0003875075,0.0001987817,0.0003277583,0.001424232],"category_scores_gemma":[0.002117153,0.00004917526,0.0003093085,0.0003178474,0.0001800047,0.0003035198,0.0002558481,0.000432002,0.0001614916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513457,"about_ca_system_score_gemma":0.0002253521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008328425,"about_ca_topic_score_gemma":0.001485955,"domain_scores_codex":[0.9995497,0.0001489581,0.00005765385,0.0000589457,0.0001214033,0.00006326822],"domain_scores_gemma":[0.999103,0.0002988325,0.0002332169,0.00002662149,0.0001899998,0.0001484233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01914843,0.001217497,0.6591119,0.0005638185,0.0006810827,0.001913136,0.0005660052,0.001507042,0.04206411,0.0001844246,0.001100377,0.2719421],"study_design_scores_gemma":[0.0001719248,0.0131211,0.9695457,0.0001259572,0.0003482691,0.002464665,0.0004881715,0.002499815,0.00900123,0.0001756655,0.002021738,0.0000358685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923961,0.002811921,0.0005649163,0.0001901021,0.00002446804,0.00008448112,0.0001493381,0.00002051776,0.00375807],"genre_scores_gemma":[0.99849,0.0003881329,0.0003935387,0.00007057122,0.00002151545,0.00004062757,0.0001074051,0.000002826324,0.0004852633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424232,"threshold_uncertainty_score":0.004764497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997525374503553,"score_gpt":0.2903298124986044,"score_spread":0.2703545587535688,"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."}}