{"id":"W4400789876","doi":"10.2147/opto.s462723","title":"Relationships Between Success Factors in Daily Disposable Multifocal Contact Lenses","year":2024,"lang":"en","type":"article","venue":"Clinical Optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"CooperVision","keywords":"Optometry; Contact lens; Psychology; Ophthalmology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708958,0.0002969446,0.0002518393,0.0008382106,0.0003349063,0.0005463929,0.000283622,0.000370763,0.002872453],"category_scores_gemma":[0.01335032,0.0001939933,0.0004181771,0.0004647087,0.0004387297,0.0004310185,0.0004284004,0.0003557071,0.0002035199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843978,"about_ca_system_score_gemma":0.0002568837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752589,"about_ca_topic_score_gemma":0.003082336,"domain_scores_codex":[0.9980293,0.0004578075,0.0002481971,0.0001928983,0.0009214521,0.0001503053],"domain_scores_gemma":[0.9802603,0.008149739,0.007689829,0.0006178356,0.001681162,0.001601018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003747148,0.0001365062,0.9924734,0.00003316373,0.00005981569,0.00004383996,0.0003769309,0.0000374028,0.0009947934,0.00001173623,0.00002591726,0.005431833],"study_design_scores_gemma":[0.000004555337,0.0004260927,0.9989454,0.000003168093,0.00001015735,0.00009009557,0.000229953,0.00006943116,0.0001669084,0.000006596378,0.00004405685,0.000003554172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996165,0.000114852,0.00005458152,0.000008756084,0.000001250801,0.000006471508,0.00001717772,0.000002148586,0.0001783267],"genre_scores_gemma":[0.9997674,0.00002006495,0.00007002568,0.00000432888,0.000002063351,0.000003603298,0.00002238283,0.000001186674,0.0001090408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872453,"threshold_uncertainty_score":0.009609342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09122486312994665,"score_gpt":0.42589577857614,"score_spread":0.3346709154461934,"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."}}