{"id":"W3214625456","doi":"","title":"Characteristics of the Crowd-Sourced Glaucoma Study patient database","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Glaucoma; Database; Computer science; Medicine; Optometry; Ophthalmology","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":[0.001124264,0.0003588008,0.001115022,0.004232576,0.000702999,0.001299282,0.0006230934,0.0005772207,0.01016869],"category_scores_gemma":[0.007865774,0.0003433031,0.0006131814,0.007112803,0.0003227957,0.0009380651,0.0007617674,0.000555827,0.002007267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235194,"about_ca_system_score_gemma":0.001370735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009590429,"about_ca_topic_score_gemma":0.00569112,"domain_scores_codex":[0.9979746,0.0002418188,0.0005736717,0.0005516983,0.0003823008,0.0002760561],"domain_scores_gemma":[0.995497,0.001004706,0.001755471,0.0004566285,0.0008316113,0.0004545361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006798715,0.0001759198,0.9831435,0.0001252204,0.0001977875,0.0004566633,0.0001395794,0.0002064525,0.0003542647,0.0002107074,0.01059587,0.003714102],"study_design_scores_gemma":[0.0001173032,0.0001456194,0.9879902,0.00006539251,0.0001040295,0.001170532,0.0005579948,0.0006111221,0.0001786846,0.0002066703,0.008821683,0.00003078912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6942331,0.001262273,0.000806007,0.0002976227,0.00005246326,0.0004027958,0.2969303,0.00006269904,0.005952695],"genre_scores_gemma":[0.7557429,0.0008190513,0.000555746,0.0005045019,0.00008833295,0.0009360928,0.2389545,0.00004566908,0.002353209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016869,"threshold_uncertainty_score":0.03401768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700996269541762,"score_gpt":0.3187609300707704,"score_spread":0.2817509673753528,"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."}}