{"id":"W63577946","doi":"10.15353/cjo.72.633","title":"Patient and practitioner compliance with silicone hydrogel and daily disposable lens replacement in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; University of Waterloo","keywords":"Medicine; Silicone hydrogel; Contact lens; Demographics; Optometry; Lens (geology); Compliance (psychology); Ophthalmology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007941583,0.0003903535,0.0009616524,0.002543818,0.0002305233,0.0001685164,0.0002591663,0.000180342,0.0003774189],"category_scores_gemma":[0.0003270633,0.0003398535,0.0001200018,0.001308475,0.0002677993,0.0007242201,0.0000173306,0.001721408,0.000003241443],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525165,"about_ca_system_score_gemma":0.01894404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5081296,"about_ca_topic_score_gemma":0.8929278,"domain_scores_codex":[0.9968811,0.00007314827,0.001115488,0.0003054443,0.0006983503,0.0009264981],"domain_scores_gemma":[0.9934953,0.0001502666,0.0009388867,0.0003583604,0.000908606,0.004148546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950229,0.00003361392,0.9922001,0.00009479537,0.0002764265,0.00435465,0.0003442352,0.00006801763,0.0006317027,0.000006426981,0.00100966,0.0007853091],"study_design_scores_gemma":[0.003177284,0.0008425298,0.9739668,0.0008903201,0.000201874,0.008448927,0.002295045,0.00009223678,0.0008367972,0.000001927566,0.008848034,0.0003982374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913144,0.003273945,0.00004562656,0.003714501,0.0006855799,0.0002750614,0.0001007229,0.000002236938,0.0005879264],"genre_scores_gemma":[0.9964435,0.0002057335,0.001760824,0.001234997,0.000171431,0.000002014762,0.000006515878,0.0000561384,0.0001188552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847982,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009224424008742295,"score_gpt":0.2550199758256496,"score_spread":0.2457955518169073,"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."}}