{"id":"W3134081587","doi":"10.1016/j.clae.2021.02.018","title":"The impact of patient behaviour and care system compliance on reusable soft contact lens complications","year":2021,"lang":"en","type":"review","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Compliance (psychology); Lens (geology); Medicine; Soft tissue; Optometry; Psychology; Surgery; Optics; Ophthalmology; Social psychology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001271825,0.0005965672,0.002433336,0.0001001498,0.0003638505,0.0001200924,0.000175237,0.0002620608,0.00001670732],"category_scores_gemma":[0.00004451689,0.0003698305,0.0008166032,0.0001544581,0.00009126998,0.00008371934,0.000133563,0.0005011788,0.00001452651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744839,"about_ca_system_score_gemma":0.0003855558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100793,"about_ca_topic_score_gemma":0.00003719199,"domain_scores_codex":[0.9976857,0.0001728934,0.0008557648,0.0006030079,0.000250146,0.000432515],"domain_scores_gemma":[0.9977033,0.0002243648,0.000589412,0.0009755968,0.0003259005,0.0001814331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002491765,0.0004968733,0.04407946,0.03990883,0.002596262,0.000553761,0.001432148,6.852047e-7,0.0004188622,0.002005042,0.0002943969,0.9079645],"study_design_scores_gemma":[0.002262699,0.004375597,0.04368721,0.2011075,0.003508607,0.0003912512,0.004476875,0.0000421523,0.00003681034,0.000001302474,0.7389491,0.00116096],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04931043,0.9475264,0.000007377199,0.00006288557,0.0001679422,0.001368021,0.0005803524,0.00004427935,0.0009323302],"genre_scores_gemma":[0.2918393,0.7076808,0.00001627888,0.00003920692,0.00004802897,0.00006303714,0.0001389013,0.00005539413,0.000118983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9068035,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448869576878182,"score_gpt":0.3410267897212887,"score_spread":0.2961398320334705,"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."}}