{"id":"W2901899342","doi":"10.1016/j.clae.2018.10.025","title":"Lid-parallel conjunctival fold (LIPCOF) morphology imaged by optical coherence tomography and its relationship to LIPCOF grade","year":2018,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optical coherence tomography; Morphology (biology); Coherence (philosophical gambling strategy); Fold (higher-order function); Optics; Ophthalmology; Medicine; Computer science; Physics; Biology; Zoology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001789511,0.0002862576,0.00053514,0.0001378084,0.0002058106,0.00006936945,0.00009354435,0.0001881746,0.0001436222],"category_scores_gemma":[0.0001334393,0.0002463787,0.0001088034,0.0001829324,0.0001636918,0.0001874532,0.00009574056,0.0003030093,0.00007821711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129532,"about_ca_system_score_gemma":0.00004797046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004738512,"about_ca_topic_score_gemma":0.00002900237,"domain_scores_codex":[0.9984487,0.00006984566,0.0003298942,0.0005276619,0.0001800109,0.0004439074],"domain_scores_gemma":[0.9990214,0.0001110222,0.00007683944,0.0002926551,0.0001394379,0.000358682],"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":[0.0008009727,0.0001736231,0.426638,0.00009505769,0.0001439014,0.00016693,0.0005986618,5.321698e-8,0.5678128,0.001133635,0.0009963206,0.001440069],"study_design_scores_gemma":[0.005138223,0.004485237,0.9506125,0.0004861554,0.0002847926,0.0001269676,0.0004268026,0.0001496528,0.01803482,0.00008542622,0.01954307,0.0006263058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914175,0.002757007,0.0003765453,0.003183528,0.0002111231,0.0005450067,0.00003992704,0.00007655011,0.001392757],"genre_scores_gemma":[0.9953514,0.0002882247,0.0005351852,0.002345565,0.0001723912,0.00002620906,0.00001664194,0.00003302596,0.001231385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5497779,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000282094753039,"score_gpt":0.2802460633063465,"score_spread":0.2602432423588162,"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."}}