{"id":"W4254548576","doi":"10.1002/9780470755266.ch4","title":"Cornea","year":2005,"lang":"en","type":"other","venue":"","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Keratoconus; Cornea; Dystrophy; Medicine; Pathology; Ophthalmology; Keratitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002887179,0.0004732305,0.0003308938,0.0008107736,0.0006193819,0.001780344,0.0004618138,0.0007654465,0.3771465],"category_scores_gemma":[0.000578956,0.0002488156,0.0004955584,0.0004483675,0.0002238285,0.0008093624,0.0009448396,0.001378499,0.1928075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612076,"about_ca_system_score_gemma":0.000905532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012145,"about_ca_topic_score_gemma":0.001995854,"domain_scores_codex":[0.9997087,0.0000132577,0.00001554219,0.00002932482,0.0002039857,0.00002914672],"domain_scores_gemma":[0.999715,0.00002349935,0.00001762383,0.00005950137,0.000121196,0.00006312811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000484835,0.00004732187,0.0005381056,0.0002182377,0.00001327055,0.0006844577,0.00002523409,0.00008174942,0.005593725,0.004006757,0.6033934,0.3853491],"study_design_scores_gemma":[0.00001198668,0.0000152239,0.0009873051,0.00005489018,0.000005529002,0.001673321,0.0000211095,0.0000816288,0.001272738,0.0008033889,0.9950682,0.000004646225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002888598,0.01097442,0.005594723,0.004585786,0.01009137,0.0001708496,0.00246072,0.002952477,0.960281],"genre_scores_gemma":[0.008120794,0.006310172,0.003322225,0.001935815,0.001647115,0.00007354235,0.002017299,0.0006397713,0.9759333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3771465,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138087032515521,"score_gpt":0.2576054642410418,"score_spread":0.2462245939158866,"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."}}