{"id":"W3152298390","doi":"10.1016/j.clae.2021.02.011","title":"Contact Lens Evidence-Based Academic Reports (CLEAR)","year":2021,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Alcon; British Comparative Literature Association","keywords":"Contact lens; Scopus; Ophthalmology; Medicine; Meibomian gland; Orthokeratology; Optometry; Library science; MEDLINE; Political science; Cornea; Eyelid; Computer science","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":[0.02858673,0.0009278432,0.001782859,0.01447023,0.001310967,0.006881991,0.002653878,0.00453796,0.03073404],"category_scores_gemma":[0.2295044,0.0007988422,0.00318131,0.009295028,0.001778589,0.003933895,0.00264317,0.003119633,0.00635501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143885,"about_ca_system_score_gemma":0.01180536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368649,"about_ca_topic_score_gemma":0.006895516,"domain_scores_codex":[0.9455732,0.01086135,0.0268389,0.001828816,0.01393696,0.0009608396],"domain_scores_gemma":[0.6893055,0.1188516,0.09024869,0.01242666,0.0845581,0.004609379],"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":[0.003207126,0.0004766516,0.01422162,0.3549004,0.00853335,0.0007401787,0.0006614853,0.0001746379,0.001393717,0.006936005,0.2480968,0.3606582],"study_design_scores_gemma":[0.002632013,0.0009727912,0.04044848,0.4375207,0.01147094,0.002378282,0.001025031,0.0001718933,0.002968361,0.005756418,0.4944786,0.0001766209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01013635,0.8053973,0.004434514,0.04026444,0.01594222,0.004258536,0.02588337,0.0002693117,0.09341396],"genre_scores_gemma":[0.2117755,0.6689606,0.02247034,0.03155388,0.0178826,0.003871244,0.0295315,0.0002181379,0.01373606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03073404,"threshold_uncertainty_score":0.1511829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996525137998921,"score_gpt":0.3010877182227832,"score_spread":0.2611224668427941,"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."}}