{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110805,0.0003741579,0.0004809168,0.0002749471,0.0001240525,0.0002936986,0.0001779408,0.0004248145,0.001921562],"category_scores_gemma":[0.003723625,0.0001372921,0.0005422534,0.0002215883,0.0002360329,0.0003112259,0.0002752644,0.0004266097,0.0001209654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092608,"about_ca_system_score_gemma":0.0001668221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003860384,"about_ca_topic_score_gemma":0.0006232446,"domain_scores_codex":[0.9994627,0.0002445534,0.00005072149,0.00008131099,0.0001146103,0.00004606944],"domain_scores_gemma":[0.9956284,0.001754098,0.002004185,0.0001154839,0.0001247711,0.0003731112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01772664,0.0006606735,0.9490365,0.0003755363,0.0005899266,0.000135532,0.00004266487,0.0003435355,0.002324887,0.0000212703,0.0001815734,0.02856128],"study_design_scores_gemma":[0.0002937843,0.005584875,0.9924262,0.00002833619,0.0001845209,0.0003460069,0.000020769,0.000522256,0.0003672064,0.00003623597,0.0001823103,0.00000746109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997726,0.001671582,0.000140555,0.00004279902,0.000009506062,0.00002899308,0.00009940597,0.000005764949,0.0002753186],"genre_scores_gemma":[0.9994059,0.0002136757,0.0001173921,0.00002582183,0.00002050359,0.00001314913,0.0001057683,7.620056e-7,0.00009709583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921562,"threshold_uncertainty_score":0.006428301,"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."}}