{"id":"W2007009029","doi":"10.1016/j.clae.2012.10.015","title":"End of day comfort interpreted using a novel cumulative comfort score for symptomaticcontact lens wearers","year":2012,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermal comfort; Contact lens; Medicine; Psychology; Ophthalmology; 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":[0.0004050746,0.0004159862,0.0004044111,0.0008507537,0.0002970015,0.0006839882,0.0002439263,0.0004511579,0.003161446],"category_scores_gemma":[0.001906839,0.0001073592,0.000723215,0.0005898907,0.000126557,0.0004094211,0.0005382731,0.000447964,0.0003428276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321152,"about_ca_system_score_gemma":0.0001778592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926188,"about_ca_topic_score_gemma":0.007517213,"domain_scores_codex":[0.9995638,0.00008203356,0.00008719496,0.00005536775,0.0001362629,0.00007532103],"domain_scores_gemma":[0.9986284,0.0002376896,0.0004961622,0.00004573954,0.0003774664,0.0002145093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002541374,0.0003670994,0.9497355,0.0001259388,0.0002183669,0.000182741,0.0005774431,0.0002746793,0.007043669,0.00005187629,0.0009158413,0.0379656],"study_design_scores_gemma":[0.00002070306,0.0007763087,0.9960055,0.00001029142,0.00005005044,0.0002239435,0.0004246778,0.0007258892,0.001266212,0.00001922691,0.0004592745,0.0000179538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953973,0.0001630124,0.0008299471,0.00003657101,0.00002147956,0.00004568034,0.0008652338,0.00003669727,0.00260412],"genre_scores_gemma":[0.9973896,0.000070895,0.001029067,0.00002033048,0.00001372101,0.00004480947,0.0006101735,0.000006746637,0.000814635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003161446,"threshold_uncertainty_score":0.01057613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996951795904287,"score_gpt":0.3074794894762877,"score_spread":0.2675099715172448,"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."}}