{"id":"W783078280","doi":"","title":"The evaluation of Lid Wiper Epitheliopathy in contact lens wearers in a Controlled Low Humidity Environmental Exposure Chamber","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Inflamax Research (Canada); University of Waterloo","funders":"","keywords":"Contact lens; Ophthalmology; Humidity; Medicine; Optometry; Physics; Meteorology","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":[0.0003361816,0.0002880949,0.0002055502,0.0004558468,0.0004760764,0.0002598319,0.0001773723,0.0003278102,0.001979292],"category_scores_gemma":[0.0008231727,0.000175475,0.0002785011,0.0002420825,0.0003887424,0.0002502264,0.0002889635,0.0003192961,0.0001925272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002539,"about_ca_system_score_gemma":0.0002866955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769083,"about_ca_topic_score_gemma":0.003697807,"domain_scores_codex":[0.9997562,0.00005505813,0.00002297201,0.00003601082,0.00007769818,0.00005201913],"domain_scores_gemma":[0.9995011,0.0001386558,0.0000919056,0.00003856868,0.0001064874,0.0001232297],"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":[0.01536374,0.001364152,0.1276434,0.0001929915,0.00006763762,0.006815794,0.001639307,0.0001437844,0.8366834,0.00006395519,0.0001645502,0.00985733],"study_design_scores_gemma":[0.0001167295,0.01550258,0.7894683,0.00001443603,0.0001539604,0.005716754,0.00203945,0.0007548368,0.1850916,0.00003284346,0.00107244,0.00003609006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992901,0.00009038497,0.00021313,0.000008880485,0.000006062563,0.00002404663,0.00004222697,0.000004663358,0.0003204826],"genre_scores_gemma":[0.9986203,0.00009702496,0.0003361666,0.00001919357,0.000006472308,0.00001237497,0.00006494868,0.000003871952,0.0008397411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002769083,"threshold_uncertainty_score":0.006621361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602822134289245,"score_gpt":0.3225595158467605,"score_spread":0.2865312945038681,"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."}}