{"id":"W4410251434","doi":"10.1016/j.jcjo.2025.04.011","title":"Impact of neurotrophic keratopathy on quality of life: a utility analysis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"School of Medicine, University of California, San Diego","keywords":"Quality of life (healthcare); Disease; Medicine; Visual acuity; Sensation; Ophthalmology; Audiology; Psychology; Internal medicine; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01032288,0.001071152,0.001768871,0.003027132,0.0002990191,0.002020118,0.001146117,0.0007351951,0.004181736],"category_scores_gemma":[0.02700211,0.000430623,0.006630146,0.002886172,0.0008261392,0.00163783,0.001457561,0.001335514,0.0002453377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002843046,"about_ca_system_score_gemma":0.001042505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009735608,"about_ca_topic_score_gemma":0.006264803,"domain_scores_codex":[0.9928478,0.005109667,0.0003928745,0.0003711191,0.0009556841,0.000322776],"domain_scores_gemma":[0.9747215,0.02184488,0.001485811,0.0005856594,0.0008852154,0.0004770333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04210343,0.002392997,0.7445471,0.001635946,0.02736297,0.0005088766,0.000454684,0.0895622,0.0008725118,0.003980255,0.00121656,0.08536252],"study_design_scores_gemma":[0.002643758,0.01992197,0.711041,0.0005188404,0.02341744,0.001100185,0.001521329,0.2305363,0.001062064,0.005882995,0.002073824,0.0002803275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859375,0.003942443,0.003742934,0.000248764,0.00002831166,0.0003390919,0.003173454,0.00002570524,0.002561752],"genre_scores_gemma":[0.997971,0.0003616364,0.0007650223,0.00003095602,0.000007861177,0.00006860504,0.0005475401,0.000006845664,0.0002405496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032288,"threshold_uncertainty_score":0.05459321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959595802831414,"score_gpt":0.350387936021639,"score_spread":0.3107919779933249,"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."}}