{"id":"W4400308380","doi":"10.3390/mi15070856","title":"Smart Contact Lenses in Ophthalmology: Innovations, Applications, and Future Prospects","year":2024,"lang":"en","type":"review","venue":"Micromachines","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Contact lens; Smart material; Nanotechnology; Optometry; Engineering; Medicine; Ophthalmology; Materials 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":[0.0008056099,0.0006746919,0.0009003605,0.002256987,0.0003733023,0.001479493,0.0006039197,0.001396459,0.004266085],"category_scores_gemma":[0.0009805205,0.0002448544,0.0005275853,0.00233938,0.0005964308,0.00187681,0.000772413,0.001689396,0.001331333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000709596,"about_ca_system_score_gemma":0.001482986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048862,"about_ca_topic_score_gemma":0.002306533,"domain_scores_codex":[0.9997082,0.0000475204,0.00004147302,0.0000423778,0.0001244937,0.00003581504],"domain_scores_gemma":[0.9993851,0.0003625058,0.00006059269,0.00001473947,0.0001370121,0.00004001233],"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":[0.00004427072,0.00006174422,0.0001931469,0.01815062,0.00004818119,0.000221702,0.0001091743,0.0002776751,0.002327891,0.007602383,0.01831638,0.9526469],"study_design_scores_gemma":[0.000008016103,0.0000990775,0.0006201307,0.004273687,0.00006458622,0.001071376,0.0001230581,0.000101034,0.0006357611,0.002913258,0.9900715,0.00001845054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001040693,0.9985217,0.00009041294,0.000298649,0.0001649581,0.000002315536,0.000006922116,0.000004366802,0.0008065784],"genre_scores_gemma":[0.0006153033,0.9984627,0.0001481862,0.000182202,0.0001651104,0.000003323695,0.00001086041,8.59525e-7,0.0004114455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004266085,"threshold_uncertainty_score":0.0142715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308623199715181,"score_gpt":0.3361313955379645,"score_spread":0.3130451635408126,"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."}}