{"id":"W3020039542","doi":"10.1016/j.ogla.2020.04.009","title":"Visualizing the Consistency of Clinical Characteristics that Distinguish Healthy Persons, Glaucoma Suspect Patients, and Manifest Glaucoma Patients","year":2020,"lang":"en","type":"article","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Glaucoma; Medicine; Intraocular pressure; Ophthalmology; Nerve fiber layer; Visual field; Logistic regression; Optometry; Internal medicine","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":[0.006984647,0.0005221183,0.000428118,0.004061982,0.0003331307,0.001093345,0.0003268316,0.000443475,0.0008006499],"category_scores_gemma":[0.02757451,0.000211287,0.0007244114,0.00133569,0.0006637584,0.0009201746,0.0008818082,0.0003315649,0.0001769718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938366,"about_ca_system_score_gemma":0.0005165361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949056,"about_ca_topic_score_gemma":0.002021697,"domain_scores_codex":[0.9973279,0.001000624,0.0004894119,0.000624808,0.0003882633,0.0001689827],"domain_scores_gemma":[0.9838762,0.008038621,0.004315421,0.001557052,0.001787643,0.0004250241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002194455,0.00002315472,0.9857134,0.00003644587,0.0001187348,0.0000419533,0.0005354313,0.0002585778,0.001164065,0.00009604232,0.0002193065,0.01157349],"study_design_scores_gemma":[0.0000237521,0.0002460284,0.9930291,0.00003472454,0.0000516135,0.0003485178,0.0009706403,0.003362479,0.001017123,0.0004087618,0.0004786091,0.00002868423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906003,0.0002522812,0.007745625,0.0001205461,0.00001943996,0.00005972451,0.0005608357,0.00008249586,0.0005585068],"genre_scores_gemma":[0.9953105,0.00002754696,0.004182177,0.00001547352,0.00001021946,0.00002787441,0.0003775499,0.000006486952,0.00004229806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006984647,"threshold_uncertainty_score":0.03693879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626811183916266,"score_gpt":0.3337045707551025,"score_spread":0.2874364589159398,"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."}}