{"id":"W4229023747","doi":"10.1016/j.clae.2021.101515","title":"All soft contact lenses are not created equal","year":2021,"lang":"en","type":"review","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Allergan","keywords":"Contact lens; Lens (geology); Optometry; Medicine; Optics; Ophthalmology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006362385,0.0009957156,0.00179459,0.003143689,0.0004622978,0.002054665,0.0008712715,0.001466269,0.02554401],"category_scores_gemma":[0.002265877,0.0002895264,0.0009141366,0.002911209,0.0008275026,0.002047068,0.001180394,0.001590347,0.006743488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000841341,"about_ca_system_score_gemma":0.002239027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057095,"about_ca_topic_score_gemma":0.004450395,"domain_scores_codex":[0.9993346,0.000132913,0.0001514233,0.0000911765,0.000227584,0.00006227814],"domain_scores_gemma":[0.9990953,0.0004670921,0.0001974217,0.00004399892,0.0001466383,0.00004952893],"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":[0.0000789511,0.00002268117,0.00007568968,0.03653093,0.0001573627,0.0001167813,0.00004687478,0.00005427156,0.0005934926,0.004277169,0.07495608,0.8830897],"study_design_scores_gemma":[0.00003909375,0.00003974382,0.0003940023,0.01064165,0.0002430086,0.0007401415,0.00004225333,0.0000207309,0.0001804793,0.00114039,0.9865065,0.00001211293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006884029,0.9943815,0.00007692899,0.0004169174,0.0008415813,0.000006000713,0.000035163,0.00001193844,0.004161067],"genre_scores_gemma":[0.001247196,0.9928438,0.0002258933,0.0008328646,0.0006412356,0.00001170218,0.00007173951,0.000006431102,0.004119156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02554401,"threshold_uncertainty_score":0.08545327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288783988370293,"score_gpt":0.3398147152329678,"score_spread":0.2769268753492649,"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."}}