{"id":"W3019876439","doi":"10.1007/s40123-020-00252-y","title":"Advanced Surface Ablation in Mild (Fruste) Keratoconus: A Case Report","year":2020,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Keratoconus; Medicine; Ablation; Contraindication; Ectasia; Cornea; Complication; Surgery; Ophthalmology; Corneal topography; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603537,0.001387316,0.0009522839,0.001742447,0.001962822,0.001197951,0.0008485278,0.003710867,0.001302974],"category_scores_gemma":[0.001338655,0.0006968434,0.001190164,0.0008657888,0.001565288,0.001100811,0.001266543,0.002210846,0.0006402114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552078,"about_ca_system_score_gemma":0.0005535956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437413,"about_ca_topic_score_gemma":0.002478957,"domain_scores_codex":[0.9995928,0.00004072073,0.0000487078,0.00009392937,0.000063874,0.0001599019],"domain_scores_gemma":[0.9989379,0.0002125696,0.0003209611,0.00008325458,0.00005730916,0.0003880889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001898385,0.00005003512,0.007247398,0.000026502,0.0000101791,0.9894539,0.000204865,0.00005516822,0.001060127,0.00008936327,0.0001519822,0.001631414],"study_design_scores_gemma":[0.000003151444,0.00004972011,0.00475255,0.000005408637,0.000006679762,0.9945831,0.00006573955,0.00006121601,0.000157521,0.00005190793,0.0002541474,0.000008898118],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859715,0.005460633,0.002508482,0.001151209,0.0002285353,0.00009014416,0.0001534706,0.0001125084,0.004323616],"genre_scores_gemma":[0.9959253,0.001304724,0.000776367,0.0002975266,0.0003697658,0.0000140002,0.00006757867,0.00001241577,0.001232356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003710867,"threshold_uncertainty_score":0.004846454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777453470536765,"score_gpt":0.3171569605154108,"score_spread":0.2693824258100431,"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."}}