{"id":"W4383684009","doi":"10.58931/cect.2023.2123","title":"Keratoconus Management: Navigating Patient Options","year":2023,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Blurred vision; Keratoconus; Cornea; Ophthalmology; Medicine; Optometry; Corneal topography; Retinoscopy; Refractive surgery; Refractive error; Eye disease","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":[0.001710544,0.0006942056,0.0008480586,0.001475269,0.002053601,0.003314128,0.00141317,0.002799739,0.0183219],"category_scores_gemma":[0.006554166,0.0002257982,0.0009616686,0.0004132468,0.0005335034,0.004871456,0.003615895,0.005586067,0.003392496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522749,"about_ca_system_score_gemma":0.003672752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217087,"about_ca_topic_score_gemma":0.006042623,"domain_scores_codex":[0.9986337,0.0004003528,0.0001656725,0.0001824048,0.0003423444,0.000275407],"domain_scores_gemma":[0.9978144,0.0005331574,0.0001864767,0.00003178021,0.0004426037,0.000991517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001832011,0.0007682801,0.01728719,0.0009106457,0.000066102,0.0128641,0.001335614,0.001932228,0.0007666216,0.0108915,0.3421695,0.6108251],"study_design_scores_gemma":[0.0002231598,0.0004743866,0.01872056,0.01922585,0.0001479593,0.03661182,0.009715498,0.004785236,0.0006170151,0.07112274,0.8381225,0.0002332002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03582682,0.1778193,0.02987969,0.5539902,0.008736142,0.0008467901,0.0009749427,0.001464913,0.1904612],"genre_scores_gemma":[0.3280522,0.2785259,0.1091038,0.1981401,0.02650859,0.002404962,0.004536757,0.0008840694,0.0518436],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0183219,"threshold_uncertainty_score":0.06129289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108004864739135,"score_gpt":0.2599815122989384,"score_spread":0.2491810258250249,"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."}}