{"id":"W4246452163","doi":"10.1111/aos.14029","title":"This issue of Acta","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Optometry; Medicine","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":["insufficient_payload"],"category_scores_codex":[0.00004601531,0.0001154055,0.0002846796,0.00003813515,0.00001962183,0.000004866328,0.00009893133,0.00008209691,0.02101422],"category_scores_gemma":[0.00005879953,0.00007573533,0.0001325199,0.00009933016,0.00003986722,0.00004156377,0.00005231672,0.0000746181,0.001065902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002016353,"about_ca_system_score_gemma":0.00003104264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003978794,"about_ca_topic_score_gemma":2.452603e-8,"domain_scores_codex":[0.9992658,0.00002352146,0.000156653,0.0002067651,0.0001746533,0.0001726151],"domain_scores_gemma":[0.9993438,0.00005775487,0.00008064794,0.000365997,0.00005065122,0.0001011556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059997,0.001345587,0.9398296,0.0002454182,0.000289238,0.0009120963,0.00009104805,2.771766e-7,0.0408184,0.0001946332,0.01383847,0.001375197],"study_design_scores_gemma":[0.001359092,0.002727346,0.9664314,0.00009111076,0.0001626073,0.000762447,0.00005570864,0.00001526519,0.003557037,0.000187234,0.02450694,0.0001438608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801223,0.0001653929,6.105751e-8,0.0007434253,0.00007971885,0.0002522975,0.00001024429,0.00001910706,0.2186074],"genre_scores_gemma":[0.9764778,0.00005455369,0.0002486313,0.0001749401,0.00003674277,0.000008567163,0.00002872182,0.0000107357,0.02295929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963555,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553957387002338,"score_gpt":0.3108962905567093,"score_spread":0.2853567166866859,"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."}}