{"id":"W3203567767","doi":"","title":"Angle Closure and the Prevalence of Zonulopathy","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Closure (psychology); Optometry; Geography; Geology; Medicine; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008203034,0.0001650908,0.0003641342,0.00006812729,0.0002442595,0.00001084119,0.0003249815,0.0001033793,0.0001771326],"category_scores_gemma":[0.001972649,0.0001074054,0.00006604262,0.0008556041,0.01883622,0.0001734247,0.0002159231,0.0003050475,0.00002458255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001494842,"about_ca_system_score_gemma":0.0003244623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003136925,"about_ca_topic_score_gemma":1.733341e-7,"domain_scores_codex":[0.998381,0.0001990655,0.0002765975,0.0004983741,0.0003171926,0.0003277682],"domain_scores_gemma":[0.9988908,0.0002535866,0.0001599413,0.0002009425,0.0001987164,0.0002959976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000609396,0.0001076673,0.8162565,0.000314543,0.00003793474,0.0002381696,0.005828624,0.000003777092,0.174557,0.00179902,0.00005547843,0.0001919148],"study_design_scores_gemma":[0.002091967,0.002117344,0.9099464,0.00007054968,0.0001132259,0.001382558,0.0008929601,0.0005098456,0.07674649,0.005931726,0.00002675701,0.0001701497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875863,0.0007100143,0.000001685403,0.007307559,0.00008664848,0.0004004833,0.000007149047,0.00002127081,0.003878952],"genre_scores_gemma":[0.9979193,0.00002337656,0.0004046561,0.001414336,0.00004193609,0.00002066043,0.000001295635,0.000008621222,0.0001657688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09781049,"threshold_uncertainty_score":0.983834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822304658237287,"score_gpt":0.3304118232584114,"score_spread":0.2921887766760385,"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."}}