{"id":"W2020438623","doi":"10.1097/icl.0b013e3181ac4a8d","title":"Patient and Practitioner Compliance With Silicone Hydrogel and Daily Disposable Lens Replacement in the United States","year":2009,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Silicone hydrogel; Demographics; Medicine; Lens (geology); Silicone; Compliance (psychology); Family medicine; Contact lens; Ophthalmology; Psychology; Demography; Materials science; Engineering","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":[0.003412858,0.0002543858,0.0004413463,0.0001419572,0.00037985,0.0002006108,0.0001862984,0.00009060753,0.00002024593],"category_scores_gemma":[0.002938908,0.0001632516,0.00005098526,0.0008387041,0.000560548,0.001832228,0.00007272456,0.0008335574,0.00002569454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008800233,"about_ca_system_score_gemma":0.0002988675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004452006,"about_ca_topic_score_gemma":0.0001041879,"domain_scores_codex":[0.9968262,0.0003089529,0.0006857621,0.000779941,0.0008606818,0.000538428],"domain_scores_gemma":[0.9964283,0.001838288,0.0004181354,0.0007057582,0.0003788123,0.0002307185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01386221,0.007997434,0.9213031,0.00012861,0.0002565627,0.001649609,0.009435519,0.000218581,0.01324019,0.01198082,0.0008777526,0.01904961],"study_design_scores_gemma":[0.005926004,0.01411937,0.8231288,0.0005442228,0.0004002694,0.0002734904,0.01154183,0.00448576,0.0004695393,0.0001857575,0.1383477,0.0005772905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615774,0.0004008794,0.0001191169,0.03345696,0.00008288444,0.0008343438,0.000006540879,0.00003907234,0.003482775],"genre_scores_gemma":[0.9652957,0.001372698,0.001289644,0.03184846,0.00004792689,0.00001505784,0.00001832667,0.00001237381,0.00009983512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374699,"threshold_uncertainty_score":0.6657207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732694726240698,"score_gpt":0.3679433995856359,"score_spread":0.3206164523232289,"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."}}