{"id":"W4230435646","doi":"10.1111/aos.13925","title":"This issue of Acta, printed and electronic","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001031837,0.00009033546,0.000201336,0.00004828989,0.00005709517,0.000005254841,0.00007248928,0.00008017352,0.009315901],"category_scores_gemma":[0.0001765796,0.00006289373,0.00004491835,0.000121684,0.0002375365,0.00003290875,0.00005619839,0.0001367718,0.0001033334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717116,"about_ca_system_score_gemma":0.00004869168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000272068,"about_ca_topic_score_gemma":6.42297e-7,"domain_scores_codex":[0.9993413,0.00002239002,0.0001498204,0.0001773438,0.00009875804,0.0002103612],"domain_scores_gemma":[0.9994872,0.00007267017,0.00006151746,0.0002054041,0.0001017038,0.00007156847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001739891,0.001415077,0.09498254,0.0003283179,0.0005515924,0.0005871093,0.001487037,5.183822e-8,0.8391848,0.008486602,0.04086041,0.01037655],"study_design_scores_gemma":[0.001847724,0.01245494,0.7506033,0.0001755264,0.0002931511,0.008681133,0.0002501794,0.0001071367,0.05772407,0.004251293,0.163213,0.0003985632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829137,0.000099911,0.000002600572,0.002838087,0.00003834536,0.0001565595,0.000003278866,0.00002424208,0.1139233],"genre_scores_gemma":[0.9883912,0.00006479503,0.0004452794,0.0001825043,0.0001078259,0.000008926888,0.000008936778,0.000006619998,0.01078392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7814608,"threshold_uncertainty_score":0.9915897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055203934356312,"score_gpt":0.3014044236100572,"score_spread":0.2808523842664941,"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."}}