{"id":"W4240695863","doi":"10.1111/aos.14157","title":"This issue of Acta","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Optic nerve hypoplasia; Optic nerve; Keratoconus; Pediatrics; Cornea","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":[0.0002004721,0.0001222031,0.0003633152,0.00006224381,0.0000270904,0.000005022322,0.000113487,0.0001544778,0.03742609],"category_scores_gemma":[0.0001823507,0.00008698989,0.0001412464,0.0001355104,0.00006468085,0.00005912574,0.00004599234,0.0001748943,0.001036799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386543,"about_ca_system_score_gemma":0.00004308301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002329834,"about_ca_topic_score_gemma":3.273559e-8,"domain_scores_codex":[0.9991204,0.00005246949,0.0002111303,0.0002129518,0.0001830901,0.0002200025],"domain_scores_gemma":[0.9991834,0.0001606397,0.00009031699,0.0004225166,0.00007594872,0.00006714959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164417,0.0009978884,0.2665904,0.0004657957,0.0003272149,0.001549141,0.0006170765,0.00000101148,0.6651055,0.0009269107,0.05968451,0.002570141],"study_design_scores_gemma":[0.001604722,0.003448039,0.29181,0.0002649734,0.0001813516,0.005000305,0.0002713657,0.00004485594,0.1802748,0.0002994647,0.516246,0.0005541793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775847,0.0001089962,2.584923e-7,0.001313937,0.0002222787,0.000184348,0.000003271709,0.00002833058,0.2222916],"genre_scores_gemma":[0.9711832,0.0000319214,0.0003240551,0.0005081964,0.0000889645,0.000005226157,0.00001425634,0.00001188753,0.0278323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4848307,"threshold_uncertainty_score":0.999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480443534181081,"score_gpt":0.2853543723871909,"score_spread":0.2605499370453801,"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."}}