{"id":"W2093980469","doi":"10.1016/j.jcrs.2009.07.040","title":"Intrastromal corneal ring segment SK implantation for moderate to severe keratoconus","year":2009,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Keratoconus; Ophthalmology; Medicine; Corneal Diseases; Corneal topography; Cornea","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007802856,0.0002164402,0.0006929958,0.0003466508,0.0001204499,0.00005448651,0.00006177715,0.00009105563,0.0000550841],"category_scores_gemma":[0.000454563,0.0001844112,0.0003958964,0.0002109621,0.00001802254,0.0005716453,0.00000851081,0.000342726,0.0000125163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078606,"about_ca_system_score_gemma":0.0004806821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845871,"about_ca_topic_score_gemma":0.000004616739,"domain_scores_codex":[0.9982165,0.00006623084,0.0007534393,0.0002114222,0.0003745903,0.0003778192],"domain_scores_gemma":[0.9975709,0.0008189716,0.0005811623,0.0001476015,0.0005076503,0.0003737533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07442711,0.002023245,0.05233881,0.0002027183,0.0008420422,0.001793528,0.001471738,0.00198671,0.07786035,0.0001323929,0.02165228,0.7652691],"study_design_scores_gemma":[0.005111576,0.003623398,0.9092959,0.0009321357,0.0005857431,0.006258598,0.001115174,0.0004709683,0.05065944,0.001102591,0.02000104,0.0008434549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899466,0.0001547958,0.006267814,0.002208264,0.0004806404,0.0004558613,0.00003223675,0.0000182187,0.0004355359],"genre_scores_gemma":[0.9961437,0.00008577626,0.0008715701,0.002178841,0.0005527463,0.00001257328,0.0000487067,0.00001930828,0.0000867721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8569571,"threshold_uncertainty_score":0.7520068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278252981741485,"score_gpt":0.2980242649911735,"score_spread":0.2752417351737586,"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."}}