{"id":"W911070743","doi":"","title":"Correlates of Subjective and Objective Measures of Ocular Discomfort","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Stimulus (psychology); Medicine; Audiology; Optometry; Psychology; Ophthalmology; Cognitive psychology","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":[0.0009444319,0.0002110458,0.0002114603,0.0006900303,0.0001377953,0.0004025683,0.0001927978,0.0002234641,0.003904258],"category_scores_gemma":[0.00816121,0.000104693,0.0001841545,0.0004304984,0.0002661037,0.0002106985,0.0003209481,0.0002725789,0.0003291941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201619,"about_ca_system_score_gemma":0.0001426699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273489,"about_ca_topic_score_gemma":0.002539894,"domain_scores_codex":[0.9988884,0.0002803675,0.0001099999,0.0001204864,0.0005254078,0.00007532781],"domain_scores_gemma":[0.9945167,0.002005851,0.001948171,0.0003477744,0.0008791434,0.0003024134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009775062,0.0004007198,0.9670509,0.0001449062,0.0002033315,0.0001549296,0.0004788013,0.0002265738,0.01130865,0.0001161978,0.0003962858,0.01854124],"study_design_scores_gemma":[0.000005215843,0.0002560727,0.9991717,0.000004658246,0.000006482067,0.00009660559,0.00006971059,0.00005272806,0.0002019612,0.00001021923,0.0001219803,0.000002626896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949864,0.000370735,0.0006193885,0.00001568001,0.000007039201,0.00007186327,0.0005102032,0.00001214239,0.003406631],"genre_scores_gemma":[0.9984319,0.0001196106,0.0004043886,0.00001380964,0.00001037634,0.00004581427,0.0003761305,0.000004995416,0.0005929254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003904258,"threshold_uncertainty_score":0.01306105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05654297236634118,"score_gpt":0.31808465116597,"score_spread":0.2615416787996288,"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."}}