{"id":"W2168862471","doi":"10.1016/j.clae.2011.12.005","title":"Protein deposition on contact lenses: The past, the present, and the future","year":2012,"lang":"en","type":"review","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Methacrylate; Lens (geology); Silicone; Materials science; Silicone hydrogel; Lysozyme; Contact angle; (Hydroxyethyl)methacrylate; Ionic bonding; Chemical engineering; Chemistry; Biophysics; Biomedical engineering; Composite material; Optics; Polymer; Organic chemistry; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005791219,0.0006277023,0.001536433,0.000063536,0.0005568593,0.0002283913,0.0002619252,0.0003162819,0.00004385374],"category_scores_gemma":[0.00002024695,0.0002308779,0.0005978973,0.0001276157,0.0002081374,0.0001323494,0.0001460624,0.001010619,0.00003716289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004718619,"about_ca_system_score_gemma":0.0001005754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000810026,"about_ca_topic_score_gemma":0.000032512,"domain_scores_codex":[0.9976503,0.0005648205,0.0005378639,0.0004492896,0.0003195709,0.0004781697],"domain_scores_gemma":[0.9982349,0.000304318,0.0003939331,0.0008740097,0.00006748992,0.0001253895],"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":[0.0004520885,0.00008922169,0.0003593084,0.00448346,0.00073076,0.00007219408,0.0005510066,4.369693e-9,0.00008552788,0.00193696,0.0001942592,0.9910452],"study_design_scores_gemma":[0.001643239,0.0004918822,0.00187731,0.009897348,0.002453249,0.000150945,0.0003944447,0.000004095508,0.000009397044,0.000007908262,0.9827756,0.0002945765],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01010212,0.9781962,0.000009724105,0.006365467,0.0003600597,0.003946313,0.00005321159,0.00004205186,0.0009248487],"genre_scores_gemma":[0.03862676,0.9559726,0.000005395684,0.001158697,0.002574637,0.0003147997,0.00003351603,0.00007331392,0.0012403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907506,"threshold_uncertainty_score":0.9414926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268442275384316,"score_gpt":0.2876079310139886,"score_spread":0.2649235082601454,"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."}}