{"id":"W3108860575","doi":"","title":"Health State Measurement of Glaucoma Patients","year":2019,"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":"University of British Columbia; University of Toronto; McMaster University","funders":"","keywords":"Glaucoma; State (computer science); Ophthalmology; Optometry; Medicine; Computer science","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":[0.0004505388,0.0001749325,0.0002259603,0.001282766,0.0004774948,0.0005883474,0.0002037902,0.0003179468,0.002039251],"category_scores_gemma":[0.003006492,0.0001003639,0.0004096631,0.001187875,0.0001739794,0.0004487121,0.0005041146,0.0004161637,0.0003588312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616722,"about_ca_system_score_gemma":0.0003721706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00902022,"about_ca_topic_score_gemma":0.008575637,"domain_scores_codex":[0.9994878,0.000165141,0.00008301387,0.00007400226,0.00008468873,0.0001053306],"domain_scores_gemma":[0.9985133,0.0003311751,0.0005870104,0.00008097287,0.0002608554,0.0002267569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640105,0.00009681103,0.9969268,0.000005631086,0.00001819698,0.00002272195,0.0001137516,0.00004680891,0.0001473106,0.00003276735,0.0001152552,0.002209914],"study_design_scores_gemma":[0.000007424966,0.000233011,0.9989448,0.000002512755,0.00001579181,0.00006091809,0.0001991711,0.0002106184,0.0001438484,0.00003643105,0.0001415368,0.000003794378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977208,0.000042842,0.0000801769,0.00003669439,0.000003750753,0.00001519642,0.0009555172,0.000004886887,0.001140074],"genre_scores_gemma":[0.9989251,0.00002180229,0.00007844586,0.00001611029,0.000003577253,0.00001556559,0.0006979515,0.000001011588,0.0002403135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00902022,"threshold_uncertainty_score":0.0179354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232278183673018,"score_gpt":0.3280058862898988,"score_spread":0.2956831044531686,"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."}}