{"id":"W1909502610","doi":"10.1016/bs.pbr.2015.04.011","title":"How to detect progression in glaucoma","year":2015,"lang":"en","type":"review","venue":"Progress in brain research","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Glaucoma; Prognostics; Optical coherence tomography; Modalities; Medicine; Optometry; Ophthalmology; Computer science; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464868,0.001130032,0.002668317,0.003050495,0.0003231779,0.001428611,0.0009120135,0.00179378,0.003412677],"category_scores_gemma":[0.003155759,0.0004439849,0.001191227,0.001669942,0.0007169949,0.001828269,0.0008781855,0.002343876,0.001470199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007579929,"about_ca_system_score_gemma":0.001985311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898043,"about_ca_topic_score_gemma":0.005911072,"domain_scores_codex":[0.9995145,0.0001013112,0.0001292932,0.00007586968,0.0001435681,0.00003547665],"domain_scores_gemma":[0.9987478,0.0007646353,0.0001567958,0.00002542961,0.0002560696,0.00004919387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008529992,0.00004457858,0.00037246,0.03288503,0.0002118305,0.0001715616,0.00005025219,0.0001653275,0.0005292671,0.001845562,0.02551663,0.9381222],"study_design_scores_gemma":[0.0001231215,0.0001836604,0.003224745,0.03438812,0.001602373,0.00195273,0.0002020476,0.0003139107,0.0006877566,0.00635839,0.9508787,0.00008445827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003916496,0.9989535,0.0001002676,0.0003397983,0.0002130147,0.000005406566,0.00001939997,0.000005186978,0.0003243453],"genre_scores_gemma":[0.0006197058,0.9980698,0.0003187396,0.0004158852,0.0003177411,0.000008202936,0.00002774813,0.000001342003,0.0002208114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003412677,"threshold_uncertainty_score":0.01141649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386617268015237,"score_gpt":0.4917225504655059,"score_spread":0.3530608236639822,"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."}}