{"id":"W38161447","doi":"10.4103/ipj.ipj_47_23","title":"Patient and practitioner compliance with silicone hydrogel and daily disposable lens replacement in USA and Canada","year":2009,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Silicone hydrogel; Compliance (psychology); Silicone; Lens (geology); Patient compliance; Medicine; Optometry; Ophthalmology; Contact lens; Emergency medicine; Materials science; Psychology; Optics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000255191,0.00009392937,0.0001573878,0.000104135,0.0001779884,0.00006018763,0.00002794551,0.00002272227,0.00001155646],"category_scores_gemma":[0.00004546597,0.00006826792,0.000004375574,0.0003692752,0.0001929851,0.0003871027,0.00004259169,0.00009593558,6.907537e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003783556,"about_ca_system_score_gemma":0.0001103036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006243551,"about_ca_topic_score_gemma":0.005129486,"domain_scores_codex":[0.998999,0.00001082413,0.0001241594,0.000355059,0.0003203722,0.0001905702],"domain_scores_gemma":[0.9995436,0.00003979323,0.00004931228,0.0001510984,0.00005102434,0.0001651655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101442,0.00008201108,0.9723037,0.00004149786,0.000004197386,0.00003739914,0.0002057264,0.000003876937,0.01736773,0.0000943621,0.00003580023,0.009613561],"study_design_scores_gemma":[0.001113808,0.000969814,0.9908168,0.0002560409,0.00001147845,0.00007060209,0.0004986685,0.001272229,0.003376244,0.00001093873,0.001479202,0.0001241702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972228,0.0006169741,0.00003916032,0.001208475,0.00001964508,0.0001736556,0.000003591056,0.000003594529,0.0007120791],"genre_scores_gemma":[0.9978621,0.0003204898,0.0006088923,0.0010417,0.000004921098,0.000001863143,0.00000117168,0.000002497002,0.0001563483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851312,"threshold_uncertainty_score":0.9438424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118494297011443,"score_gpt":0.3357171643579811,"score_spread":0.3238677346568368,"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."}}