{"id":"W2042096829","doi":"10.1016/j.ophtha.2009.04.036","title":"Average 3-Dimensional Models for the Comparison of Orbscan II and Pentacam Pachymetry Maps in Normal Corneas","year":2009,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Canadian Institutes of Health Research","keywords":"Repeatability; Reproducibility; Intraclass correlation; Medicine; Ophthalmology; Corneal pachymetry; Optometry; Cornea; Schirmer test; Corneal topography; Mathematics; Dry eyes; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024537,0.0001027234,0.0003310745,0.00007962538,0.00007998086,0.000002621299,0.00005595514,0.00009410369,0.0001470312],"category_scores_gemma":[0.00005365516,0.00007585548,0.00006670544,0.0001153781,0.0000936164,0.00004412527,0.0000396284,0.0001412558,0.00000133491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001445928,"about_ca_system_score_gemma":0.00004567887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405601,"about_ca_topic_score_gemma":0.000009058366,"domain_scores_codex":[0.9992238,0.00003637259,0.0002537963,0.0001753663,0.00009876271,0.0002119254],"domain_scores_gemma":[0.9993809,0.0002992541,0.0000710415,0.0001502776,0.00003605449,0.00006250592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006883694,0.002456114,0.9364319,0.0001403659,0.0001193905,0.0002960034,0.001327687,0.009002347,0.004785315,0.00826228,0.005910812,0.02438402],"study_design_scores_gemma":[0.004514565,0.003463411,0.9189678,0.00006866344,0.00009353708,0.002394507,0.0004486464,0.05680796,0.001247545,0.01107999,0.0006501959,0.0002631953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938103,0.001067333,0.0001285136,0.00106882,0.0001224884,0.0003212715,0.00001421015,0.000007012148,0.003460051],"genre_scores_gemma":[0.9990906,0.00001048966,0.0001683551,0.0002793568,0.0000283358,0.00001140154,0.00003686686,0.000006572908,0.0003680084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04780561,"threshold_uncertainty_score":0.3093297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174319665847465,"score_gpt":0.3238235466892413,"score_spread":0.2820803500307666,"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."}}