{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000214763,0.0001117019,0.0001447678,0.00005285359,0.0001096399,0.000008587224,0.000109448,0.00004542462,0.0003735269],"category_scores_gemma":[0.00008796083,0.00005888784,0.00008664725,0.0001036117,0.00005132784,0.00005481093,0.00002499043,0.0001839124,0.001295844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003908066,"about_ca_system_score_gemma":0.00004702672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299317,"about_ca_topic_score_gemma":5.283036e-7,"domain_scores_codex":[0.9992121,0.00003861236,0.0001110043,0.0001008354,0.0001955168,0.0003419151],"domain_scores_gemma":[0.9993741,0.00006663975,0.00003240685,0.0003146837,0.00001502474,0.0001971602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004876329,0.001909849,0.7057557,0.0001877993,0.0002279447,0.00001886584,0.01227902,4.208317e-8,0.04261467,0.06050292,0.1672169,0.008798672],"study_design_scores_gemma":[0.0005415314,0.0002066014,0.7291468,0.0001052618,0.0001341983,0.000110413,0.002201374,0.000005094051,0.01421953,0.0004653013,0.2526988,0.0001649777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549563,0.001625463,0.000001715457,0.02338279,0.001125582,0.0002015579,5.94597e-7,0.00005017093,0.01865584],"genre_scores_gemma":[0.9912788,0.00003247917,0.00006256168,0.003375977,0.001104003,0.00001957767,0.00000305921,0.0000220641,0.004101492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0854819,"threshold_uncertainty_score":0.9994817,"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."}}