{"id":"W4252685600","doi":"10.1097/ico.0000000000000299","title":"Accelerated (9 mW/cm2) Corneal Collagen Crosslinking for Keratoconus—A 1-Year Follow-up","year":2014,"lang":"en","type":"letter","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Keratoconus; Ophthalmology; Medicine; Cornea","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000542221,0.0008750583,0.001650903,0.0003124717,0.0004155289,0.0002885756,0.0004434169,0.001864494,0.001341064],"category_scores_gemma":[0.0005966121,0.0008407143,0.0008994359,0.0005088225,0.0002293487,0.0001213818,0.000128422,0.001282254,0.000608901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016998,"about_ca_system_score_gemma":0.0007563725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007211005,"about_ca_topic_score_gemma":0.00002966579,"domain_scores_codex":[0.9957736,0.0001375133,0.0009594096,0.001245524,0.0006121047,0.001271847],"domain_scores_gemma":[0.9966124,0.0008295028,0.0004814596,0.001105404,0.000662567,0.0003086977],"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":[0.001222999,0.00006277191,0.003297085,0.0008156359,0.000290503,0.0004182716,0.0001210052,0.000004149698,0.0002282447,0.00004978469,0.9901675,0.003322079],"study_design_scores_gemma":[0.00649256,0.0004781189,0.0006425845,0.0004282338,0.0005405292,0.0001129633,0.00004308004,0.0004116027,0.0004102698,0.0003522943,0.9891785,0.0009092887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1223325,0.002980991,0.00794578,0.7445792,0.02212216,0.02378844,0.001649377,0.003137195,0.07146442],"genre_scores_gemma":[0.1018662,0.00007219909,0.0004335036,0.8361928,0.01052226,0.001044557,0.006635804,0.0004661795,0.04276656],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0916136,"threshold_uncertainty_score":0.9995719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06776576198724331,"score_gpt":0.2985996699910239,"score_spread":0.2308339080037806,"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."}}