{"id":"W2943896214","doi":"10.15353/cjo.78.459","title":"Impending Central Retinal Vein Occlusion","year":2016,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Central retinal vein occlusion; Medicine; Blurred vision; Retinal; Ophthalmology; Asymptomatic; Optic nerve; Retinal Vein; Occlusion; Surgery; Macular edema","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849936,0.000545872,0.001282477,0.008237304,0.0005931889,0.0002686668,0.0009623591,0.0003991186,0.006115161],"category_scores_gemma":[0.001769312,0.0004047741,0.0009475503,0.00266862,0.0005596884,0.0009073791,0.00003462375,0.001420992,0.00009521189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870077,"about_ca_system_score_gemma":0.01267522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743038,"about_ca_topic_score_gemma":0.00112806,"domain_scores_codex":[0.9944497,0.0001880755,0.002034954,0.0003531949,0.001120779,0.001853256],"domain_scores_gemma":[0.9856262,0.0003679848,0.001525938,0.0004552639,0.001965188,0.01005943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873896,0.00004367482,0.961983,0.00007765258,0.0004110606,0.01106053,0.0003523871,0.00001501093,0.002270947,0.00003485474,0.02021746,0.00334608],"study_design_scores_gemma":[0.003334727,0.001076881,0.9331329,0.002344803,0.0004582295,0.03754594,0.0007763028,0.00001647432,0.001497602,0.00001981741,0.01928701,0.0005093132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775026,0.002570847,0.001573102,0.01142543,0.002825347,0.0002305716,0.0002113442,0.000009205358,0.003651494],"genre_scores_gemma":[0.9927276,0.0002721905,0.002765923,0.0006328295,0.001884272,0.000001056424,0.00000953011,0.00009323168,0.001613374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885004,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114340076653491,"score_gpt":0.3019059623348941,"score_spread":0.290471954669545,"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."}}