{"id":"W2958770742","doi":"10.1167/iovs.19-27298","title":"Effects of Tear Film Instability on Sensory Responses to Corneal Cold, Mechanical, and Chemical Stimuli","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute","keywords":"Irritation; Sensation; Sensory threshold; Stimulus (psychology); Nociception; Audiology; Sensory system; Repeated measures design; Medicine; Anesthesia; Analysis of variance; Psychology; Ophthalmology; Neuroscience; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006798487,0.0001866085,0.0004427709,0.0001334314,0.00008270216,0.00001266027,0.0001801363,0.0001347539,0.00005543357],"category_scores_gemma":[0.002663214,0.000155172,0.0000523453,0.000522639,0.001982901,0.0001063812,0.0002005025,0.0002754445,0.00009416455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009497305,"about_ca_system_score_gemma":0.0004171394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005023455,"about_ca_topic_score_gemma":3.680003e-7,"domain_scores_codex":[0.9980742,0.0002142133,0.0002460217,0.0006524279,0.0004392989,0.0003737786],"domain_scores_gemma":[0.9980537,0.0009056792,0.00009008423,0.0003005872,0.0001963949,0.0004535795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005372126,0.0002009925,0.06533918,0.000078492,0.00001491095,0.0001247668,0.0003193135,0.000002840932,0.9329714,0.0003417529,0.000006144258,0.00006306205],"study_design_scores_gemma":[0.0006221204,0.003396976,0.2224578,0.0001208005,0.00002132632,0.00004537412,0.0001125507,0.0001645707,0.7726887,0.0002284458,0.00002371747,0.0001176156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981199,0.00003140011,0.000001379508,0.0005210928,0.0001215926,0.0008166915,0.000008386801,0.00002457574,0.000354978],"genre_scores_gemma":[0.9977471,0.000001739221,0.001014512,0.0009697357,0.00001787939,0.00001634985,9.791838e-7,0.00001120622,0.00022056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602827,"threshold_uncertainty_score":0.7306082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263725246426399,"score_gpt":0.33800061851994,"score_spread":0.3053633660556759,"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."}}