{"id":"W202160244","doi":"10.15173/m.v1i2.593","title":"Shedding Some Light on Glaucoma","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Glaucoma; Medicine; Peer review; Optometry; Ophthalmology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004960851,0.0006769616,0.001174956,0.001984982,0.005864043,0.007070223,0.001382625,0.01128593,0.02174732],"category_scores_gemma":[0.02045787,0.0003476133,0.0007441328,0.0007602865,0.01202953,0.01153949,0.005012315,0.01676387,0.004625993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555204,"about_ca_system_score_gemma":0.003709136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925777,"about_ca_topic_score_gemma":0.0161025,"domain_scores_codex":[0.9974533,0.001176741,0.0001687842,0.0002710438,0.0005622755,0.0003679073],"domain_scores_gemma":[0.9855239,0.007794484,0.0005107817,0.0008113015,0.002772773,0.002586743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005737045,0.00002257841,0.0004293684,0.0002144357,0.00001097263,0.0002029454,0.0009877144,0.00001829176,0.0001519979,0.03550657,0.9019643,0.0604335],"study_design_scores_gemma":[0.00002125959,0.00003000766,0.0006671762,0.000776694,0.00001260443,0.0004631779,0.001939351,0.00003958843,0.0000804796,0.02207461,0.9738629,0.00003209205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007293629,0.1117896,0.0002594721,0.7949808,0.07960476,0.000004237453,0.00003905797,0.0000361458,0.01255655],"genre_scores_gemma":[0.03419887,0.08163749,0.0009097247,0.6335883,0.21204,0.00003116488,0.00005190212,0.0001257136,0.03741698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02174732,"threshold_uncertainty_score":0.07275206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189876658358931,"score_gpt":0.2755511025291086,"score_spread":0.2636523359455193,"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."}}