{"id":"W3198695771","doi":"10.1007/s40123-021-00389-4","title":"Clinical Performance of Samfilcon A Contact Lenses in Intensive Digital Device Users: A Multicenter, Prospective Clinical Study","year":2021,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bausch Health (Canada)","funders":"Bausch Health; Bausch and Lomb","keywords":"Medicine; CLs upper limits; Contact lens; Patient satisfaction; Lens (geology); Prospective cohort study; Optometry; Ophthalmology; Slit lamp; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001058447,0.0004361281,0.0004793488,0.000589149,0.0004351723,0.0005372746,0.0002651931,0.000574919,0.001808891],"category_scores_gemma":[0.002075955,0.0002357756,0.0004721835,0.0008293059,0.0003338477,0.0005949448,0.0002834387,0.0003049329,0.0004158419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714813,"about_ca_system_score_gemma":0.0002660793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006043279,"about_ca_topic_score_gemma":0.0006950257,"domain_scores_codex":[0.9991553,0.0002651858,0.000115039,0.0001699636,0.0001892934,0.0001052534],"domain_scores_gemma":[0.9975305,0.0003883009,0.001136119,0.0001097962,0.0003632419,0.0004719881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001424398,0.0006332203,0.9943528,0.00003727614,0.00007295362,0.0001094773,0.0001245105,0.00002590157,0.0004621405,0.000005500837,0.0000659401,0.002685935],"study_design_scores_gemma":[0.0001534544,0.004976303,0.9934169,0.00001009825,0.00006107028,0.0005745057,0.0002629042,0.0001270392,0.0001732905,0.000006236681,0.000228421,0.000009713611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994135,0.0002020883,0.00004140516,0.000008407412,0.000002151094,0.0000419666,0.00008805815,0.000001599306,0.0002008161],"genre_scores_gemma":[0.9994491,0.00009306555,0.00008879725,0.00003119215,0.00001218544,0.0000433917,0.0001921257,0.000001056701,0.00008915686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808891,"threshold_uncertainty_score":0.006051302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150522783821042,"score_gpt":0.4535285650240417,"score_spread":0.3384762866419374,"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."}}