{"id":"W4231963611","doi":"10.1111/aos.13867","title":"This issue of <i><scp>ACTA</scp></i>","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00104378,0.001757815,0.002677362,0.003202409,0.001794765,0.007576832,0.002152222,0.00518231,0.1250917],"category_scores_gemma":[0.008897346,0.0008140656,0.001768098,0.002891659,0.001691129,0.002659755,0.002138971,0.006452509,0.07195838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131499,"about_ca_system_score_gemma":0.002422069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797871,"about_ca_topic_score_gemma":0.005083062,"domain_scores_codex":[0.9984393,0.000215247,0.0002007536,0.0001942987,0.0007388802,0.0002114679],"domain_scores_gemma":[0.9905949,0.002826619,0.001378522,0.0005530317,0.002672664,0.001974281],"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":[0.00002956169,0.00001792786,0.0001107659,0.0003956977,0.00001075207,0.00005513504,0.000006336905,0.00003253278,0.0001312147,0.0001309166,0.985402,0.01367714],"study_design_scores_gemma":[0.00002084924,0.00004000186,0.0009238155,0.0005112004,0.00001058828,0.0002701327,0.00001715775,0.00007520849,0.00008089827,0.0002976463,0.9977399,0.00001264721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005464162,0.035377,0.000677818,0.05194484,0.8552411,0.0002049074,0.002017471,0.001365456,0.05262486],"genre_scores_gemma":[0.001692984,0.0219553,0.0004698743,0.06720348,0.8424348,0.0002132001,0.00168565,0.0005336956,0.06381097],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1250917,"threshold_uncertainty_score":0.4184734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972100200069341,"score_gpt":0.3009041242505039,"score_spread":0.2711831222498106,"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."}}