{"id":"W4308425598","doi":"10.22374/jclrs.v6i1.50","title":"CONTACT LENS MODIFICATIONS FOR BOSTON KERATOPROSTHESIS","year":2022,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irving Medical Center, Columbia University","keywords":"Keratoprosthesis; Contact lens; Ophthalmology; Medicine; Cornea; Corneal Transplant; Optometry; Corneal transplantation; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00284049,0.00006900283,0.0002142769,0.0004405073,0.001065728,0.00007585202,0.0001746482,0.00001799185,0.00007256077],"category_scores_gemma":[0.0006085131,0.00005212854,0.00008668122,0.0005576595,0.0001792224,0.0002920062,0.00007232837,0.0003401674,0.000002395791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277223,"about_ca_system_score_gemma":0.001103601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003412928,"about_ca_topic_score_gemma":0.000005457532,"domain_scores_codex":[0.9981434,0.00007679458,0.0002563978,0.0001780932,0.0009767235,0.0003685404],"domain_scores_gemma":[0.9982736,0.0004177895,0.0001076899,0.0001750892,0.0007876533,0.0002381924],"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":[0.008074231,0.002626196,0.1786637,0.0001087686,0.0002753103,0.0007782502,0.001901846,0.00002176747,0.7271817,0.02421013,0.008572889,0.04758513],"study_design_scores_gemma":[0.006562379,0.02298304,0.7372369,0.0001739921,0.0001099079,0.002291268,0.00243138,0.001037224,0.03394844,0.001907408,0.1910283,0.0002897719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934872,0.0006276698,0.00006195579,0.003773965,0.0001036531,0.0003623474,0.00002627146,0.000004222217,0.001552741],"genre_scores_gemma":[0.9985762,0.0002727172,0.000140129,0.0001600005,0.00006584833,0.00003119076,0.000002042055,0.000006108639,0.0007457319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6932333,"threshold_uncertainty_score":0.8196824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1704250204275347,"score_gpt":0.4071369881835179,"score_spread":0.2367119677559832,"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."}}