{"id":"W2896088752","doi":"10.1111/aos.13926","title":"This issue of Acta Sept 2018","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glaucoma; Visual acuity; Ophthalmology; Visual field; Optometry; Macular degeneration; Cataract surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002222731,0.0001476737,0.0003981656,0.0001015365,0.00007577283,0.00001193752,0.0001886211,0.0001092208,0.01320087],"category_scores_gemma":[0.0002963367,0.0001019721,0.0001728272,0.0003115149,0.0003331466,0.0000607653,0.00007979617,0.0001529,0.0006786297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002219242,"about_ca_system_score_gemma":0.00003474042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131897,"about_ca_topic_score_gemma":2.202779e-7,"domain_scores_codex":[0.9989178,0.00005403239,0.0002594457,0.0002841737,0.0002311773,0.0002533373],"domain_scores_gemma":[0.9990059,0.00007580077,0.0001322263,0.0004950673,0.000177542,0.0001135102],"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":[0.0004625598,0.0007961821,0.09308808,0.0001743186,0.0005116031,0.0006319139,0.0007299883,1.993429e-7,0.4464644,0.00005690801,0.4525554,0.004528495],"study_design_scores_gemma":[0.002374602,0.00839615,0.2123749,0.0005142861,0.00137563,0.006206228,0.0006103069,0.0007167081,0.2201091,0.0007502173,0.5456085,0.000963435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7678987,0.0001202667,0.000005346875,0.004586161,0.0001088586,0.00008535088,0.000004323021,0.00004601599,0.227145],"genre_scores_gemma":[0.9633538,0.00004372354,0.001747911,0.0004777933,0.0003425769,0.000004188039,0.00001258882,0.00001366992,0.03400371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263553,"threshold_uncertainty_score":0.9877012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035148538015931,"score_gpt":0.3299763562579721,"score_spread":0.2948278182420411,"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."}}