{"id":"W2917583914","doi":"","title":"Changes in corneal mechanical, chemical and cold thresholds following repeated tear film instability","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ophthalmology; Instability; Materials science; Medicine; Mechanics; 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":[0.0003788323,0.0003598704,0.0007596434,0.0005419542,0.0003103453,0.0004784067,0.0003584216,0.000712793,0.002647866],"category_scores_gemma":[0.003894734,0.0002455005,0.0005618822,0.0003334307,0.0005348516,0.0005402443,0.0003376192,0.001571536,0.0003818459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793354,"about_ca_system_score_gemma":0.0002440114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927165,"about_ca_topic_score_gemma":0.002225111,"domain_scores_codex":[0.999642,0.0000512847,0.0000330052,0.00004497333,0.0001226277,0.0001060467],"domain_scores_gemma":[0.9979745,0.0008410565,0.000377782,0.0001880587,0.0003612177,0.0002575591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.09771152,0.003093437,0.1077158,0.0003176986,0.000515224,0.00811771,0.002322295,0.001063329,0.7400751,0.0002759228,0.0007472059,0.03804474],"study_design_scores_gemma":[0.0001996483,0.01366799,0.8743528,0.00002326661,0.0002290322,0.00386757,0.0007822484,0.00267869,0.1032342,0.0002387505,0.0006560379,0.00006974112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988245,0.0002242871,0.0003034767,0.00003035857,0.00003149211,0.00002557435,0.00007713791,0.0000203741,0.0004627125],"genre_scores_gemma":[0.9993864,0.00004268873,0.00006601422,0.00002929371,0.0000154721,0.00001506033,0.00005872366,0.000005005416,0.0003812875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927165,"threshold_uncertainty_score":0.008858025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04094062653472882,"score_gpt":0.337476129166469,"score_spread":0.2965355026317402,"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."}}