{"id":"W3044725198","doi":"10.1016/b978-0-12-816137-1.00072-6","title":"Ophthalmologic Applications","year":2020,"lang":"en","type":"book-chapter","venue":"Biomaterials Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Intraocular lenses; Intraocular lens; Silicone hydrogel; Optometry; Lens (geology); Ophthalmology; Contact lens; Medicine; Sight; Glaucoma; Engineering; Optics","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":[0.0001758326,0.0008741153,0.0003697447,0.0009091842,0.0008264419,0.00191415,0.0006556126,0.001012552,0.08939393],"category_scores_gemma":[0.0002545381,0.0002855972,0.0004266383,0.0006352911,0.0005094658,0.001060714,0.001219876,0.001301382,0.03679504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006961991,"about_ca_system_score_gemma":0.0006312654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289177,"about_ca_topic_score_gemma":0.003519851,"domain_scores_codex":[0.9998136,0.0000138434,0.000005508185,0.00002520579,0.0001203066,0.0000216043],"domain_scores_gemma":[0.999931,0.00001511417,0.000004241229,0.00001049121,0.00003037953,0.000008672545],"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":[0.00004090051,0.00009139355,0.0001386749,0.0009763494,0.000008266177,0.0005902123,0.0003097941,0.0004698405,0.04682506,0.08584045,0.2629036,0.6018056],"study_design_scores_gemma":[0.000001612875,0.00001493565,0.0001502159,0.0001031505,0.000002941963,0.0004113374,0.00004649826,0.0001084105,0.003796368,0.004436855,0.9909239,0.00000376874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001492221,0.02132579,0.004577808,0.0007872758,0.001302875,0.00003861441,0.0001475474,0.0001889834,0.9701388],"genre_scores_gemma":[0.004821614,0.01145715,0.001964287,0.0004687666,0.0002249158,0.00002305324,0.0001087355,0.00005918787,0.9808723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08939393,"threshold_uncertainty_score":0.2990525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015433303961044,"score_gpt":0.2895786741209761,"score_spread":0.2494243410813657,"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."}}