{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398267,0.00006106199,0.000170155,0.0007131545,0.001444032,0.000735692,0.0005805456,0.0004482406,0.005705594],"category_scores_gemma":[0.009738496,0.0001547347,0.0002638127,0.001709143,0.000304534,0.0003204131,0.0002928737,0.0007195282,0.0001446053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009726536,"about_ca_system_score_gemma":0.01800897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9241726,"about_ca_topic_score_gemma":0.9670172,"domain_scores_codex":[0.9981364,0.0002642026,0.0001343801,0.0001044134,0.001032163,0.00032843],"domain_scores_gemma":[0.9926604,0.001284642,0.001733684,0.0001032314,0.002547412,0.001670559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018682,0.0001914639,0.9674128,0.00004917476,0.00004922717,0.0007088993,0.001625884,0.0001669207,0.0001916027,0.0003607449,0.004534401,0.02460686],"study_design_scores_gemma":[0.00001184113,0.00005261822,0.993365,0.00006606744,0.00001638517,0.0006991985,0.002246797,0.0003396559,0.00007497782,0.00003476437,0.003080115,0.0000125678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694247,0.001161453,0.0001084229,0.004498635,0.00005055776,0.00004433399,0.0009962148,0.00001795468,0.02369779],"genre_scores_gemma":[0.9968024,0.000618471,0.0001289043,0.0005123121,0.0000128195,0.00000907093,0.0001669756,0.00000665192,0.001742408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07582742,"threshold_uncertainty_score":0.1525479,"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."}}