{"id":"W2499653760","doi":"10.1097/opx.0000000000000968","title":"Contact Lens Comfort","year":2016,"lang":"en","type":"editorial","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Contact lens; Optometry; Lens (geology); Medicine; Ophthalmology; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110703,0.0002544357,0.0005117564,0.00048653,0.0002902125,0.0001469465,0.000299767,0.0004154113,0.0001556504],"category_scores_gemma":[0.0009045114,0.0001637109,0.0001088248,0.0007386489,0.0004123835,0.0004770858,0.0002186395,0.0005034663,0.0001535812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009796514,"about_ca_system_score_gemma":0.0005660757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001007988,"about_ca_topic_score_gemma":5.624395e-7,"domain_scores_codex":[0.9969476,0.00002257015,0.0002691714,0.0007114052,0.001609332,0.0004399621],"domain_scores_gemma":[0.9982095,0.0003858502,0.0001353018,0.0005917108,0.0003733316,0.0003043159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004428374,0.0002015403,0.03055653,0.0004521796,0.00007971367,0.0001569755,0.0001048672,4.426512e-8,0.03553299,0.0003386438,0.8901764,0.04195733],"study_design_scores_gemma":[0.001050045,0.0005939445,0.008339495,0.0007943482,0.00006153724,0.000006280084,0.00002477185,0.00001293241,0.001401777,0.000011835,0.9874576,0.0002454532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1349135,0.001252114,0.0002831475,0.000508426,0.8442596,0.0004038085,0.0001098297,0.00009954715,0.01817004],"genre_scores_gemma":[0.4523399,0.002862862,0.0004202643,0.0004302399,0.5315688,0.000009468753,0.00004852877,0.00005202627,0.01226793],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3174264,"threshold_uncertainty_score":0.6675937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145308475473552,"score_gpt":0.4104813681305725,"score_spread":0.399028283375837,"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."}}