{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008733648,0.001178193,0.0009850153,0.001789374,0.001165154,0.005381749,0.001042709,0.002181822,0.5836886],"category_scores_gemma":[0.004123565,0.0004896352,0.0009372842,0.001231582,0.0006996922,0.001850975,0.001734818,0.002792878,0.4952824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948025,"about_ca_system_score_gemma":0.001126847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787478,"about_ca_topic_score_gemma":0.002541908,"domain_scores_codex":[0.9992903,0.0001041925,0.0000761587,0.0001111986,0.000291578,0.0001264974],"domain_scores_gemma":[0.9982938,0.0002673234,0.0001353479,0.0002175022,0.0006264215,0.0004595739],"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":[0.00006161294,0.00004312305,0.0003497179,0.0002474836,0.000008661982,0.0001856279,0.00001715274,0.00002991676,0.0002041936,0.0008703638,0.9345803,0.0634018],"study_design_scores_gemma":[0.00001069761,0.00001308081,0.000498587,0.0001325123,0.000002706756,0.0001903702,0.00001831242,0.00001953244,0.0000408615,0.0002196137,0.9988502,0.000003457932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001211793,0.02374854,0.0008636137,0.02869049,0.3147703,0.0001512755,0.004337576,0.001762841,0.6244636],"genre_scores_gemma":[0.004499867,0.01347728,0.0007019569,0.01552766,0.06443085,0.0001223248,0.003799398,0.0006714114,0.8967692],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5836886,"threshold_uncertainty_score":0.5938177,"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."}}