{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499507,0.0004826969,0.0002504459,0.0005662779,0.0003687882,0.0003860075,0.0003785431,0.0006069263,0.003456544],"category_scores_gemma":[0.001173522,0.0001099644,0.0006087269,0.0002605461,0.0002737034,0.0004706685,0.0002654595,0.0007924674,0.0007602315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904468,"about_ca_system_score_gemma":0.0002993719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008463447,"about_ca_topic_score_gemma":0.001485509,"domain_scores_codex":[0.9995065,0.00005847179,0.00009125507,0.00005394884,0.0002578871,0.00003201345],"domain_scores_gemma":[0.9996136,0.0000877093,0.0001503726,0.0000457194,0.00006676806,0.00003588029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002355852,0.0008476109,0.009778154,0.003584309,0.0001923204,0.007488371,0.0005143566,0.000808574,0.2922753,0.004767376,0.009710724,0.667677],"study_design_scores_gemma":[0.000782588,0.01520222,0.09982222,0.001607174,0.000866655,0.07541552,0.0005650597,0.003094335,0.2529323,0.003773364,0.5456511,0.0002874558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5919008,0.2786362,0.05546133,0.005668553,0.005448395,0.001494067,0.0006814129,0.001508272,0.05920102],"genre_scores_gemma":[0.8485012,0.0656217,0.05694098,0.003455085,0.001460773,0.0003836777,0.0007876033,0.0001653236,0.02268359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456544,"threshold_uncertainty_score":0.01156324,"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."}}