{"id":"W2998814183","doi":"10.1371/journal.pone.0227771","title":"Pupil response to noxious corneal stimulation","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stimulus (psychology); Pupil; Pupillary response; Pupillometry; Stimulation; Somatosensory system; Pupillary light reflex; Cornea; Analysis of variance; Ophthalmology; Noxious stimulus; Medicine; Audiology; Repeated measures design; Pupil diameter; Nociception; Sensory threshold; Psychology; Neuroscience; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000266655,0.0002677321,0.000267246,0.0001736057,0.0001376275,0.0001870831,0.0001023195,0.0002416619,0.003731337],"category_scores_gemma":[0.0006911472,0.0001058088,0.0001733399,0.0001135644,0.0002269585,0.0001521643,0.0002115001,0.0002518883,0.0002547102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013861,"about_ca_system_score_gemma":0.0001676895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002427281,"about_ca_topic_score_gemma":0.0002145354,"domain_scores_codex":[0.9997709,0.00005302557,0.00001585555,0.00005217984,0.0000767881,0.00003126012],"domain_scores_gemma":[0.9996365,0.0001263603,0.0001005706,0.00002720175,0.00007152798,0.00003781051],"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":[0.002627665,0.0001573741,0.009498393,0.0002723842,0.00002695413,0.0002184871,0.00009192007,0.0001319136,0.9718367,0.00006764664,0.0001948308,0.01487579],"study_design_scores_gemma":[0.0001758169,0.01188126,0.677332,0.00006403951,0.00008805156,0.002072869,0.0001711759,0.00137155,0.304978,0.0001874244,0.001660184,0.00001754202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941474,0.001312919,0.002385561,0.00005913981,0.00003090004,0.00008606697,0.0001438022,0.00005290592,0.001781263],"genre_scores_gemma":[0.9968891,0.0005409716,0.001125572,0.00009122831,0.00002596748,0.00009111981,0.0001131952,0.00001186979,0.001111062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003731337,"threshold_uncertainty_score":0.01248258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334420729192494,"score_gpt":0.2590140655039114,"score_spread":0.1956698582119865,"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."}}