{"id":"W2125803456","doi":"","title":"Predicting extended wear complications from overnight corneal swelling.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Contact lens; Keratometer; Ophthalmology; Randomized controlled trial; Cornea; Edema; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001083625,0.0001102772,0.0001864655,0.00004152242,0.00009221328,0.00002490221,0.00008778235,0.0000739363,0.0001328445],"category_scores_gemma":[0.00007203061,0.0001016755,0.00008835665,0.0001355083,0.00002934967,0.00007203101,0.00002803203,0.0001872612,0.0001585803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005962094,"about_ca_system_score_gemma":0.00002716095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002495826,"about_ca_topic_score_gemma":0.00006227762,"domain_scores_codex":[0.9989739,0.00002420427,0.0001988289,0.000252855,0.000224307,0.0003259229],"domain_scores_gemma":[0.9992253,0.00006753766,0.00006520021,0.0003812249,0.0000542992,0.0002063927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154044,0.0002163923,0.941355,0.00001025567,0.0001411124,0.00007993967,0.0001881576,0.00000656095,0.0009098663,0.0002921025,0.0003219318,0.0563633],"study_design_scores_gemma":[0.0008319477,0.00001879981,0.9569948,0.00001762925,0.00009727995,0.00001201858,0.00009208509,0.0007212367,0.0008801556,0.0001906462,0.04004487,0.00009851004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710199,0.0005504218,0.000747508,0.001831139,0.0001720282,0.0005886779,0.00002321073,0.0001767546,0.02489033],"genre_scores_gemma":[0.9960188,0.0001544681,0.0003118369,0.0008557499,0.0003059974,0.0002605827,0.00007142696,0.00002247831,0.001998696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05626479,"threshold_uncertainty_score":0.4146207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720265990608087,"score_gpt":0.2388333284209075,"score_spread":0.2116306685148266,"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."}}