{"id":"W4406512080","doi":"10.1016/j.yoph.2013.04.007","title":"10.1016/j.yoph.2013.04.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Macular degeneration; Ophthalmology; Optometry; Beaver; Cataract extraction; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00006482131,0.00009444108,0.0001536525,0.00005504381,0.00005504624,0.00001267012,0.00006949424,0.00004506803,0.9991338],"category_scores_gemma":[0.0000306451,0.00007977659,0.00006736,0.0001449278,0.0000314576,0.0000365011,0.00001644778,0.00009945026,0.996924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228086,"about_ca_system_score_gemma":0.00003163786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003754559,"about_ca_topic_score_gemma":2.077515e-7,"domain_scores_codex":[0.9993501,0.0000116969,0.0001375065,0.0001563879,0.0001513894,0.0001928977],"domain_scores_gemma":[0.9994722,0.00003284186,0.00001395883,0.0002361631,0.0000464334,0.0001983846],"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":[0.0001146165,0.00007475514,5.804198e-7,0.000008989045,0.00002004857,0.00003383535,0.00001434314,0.000005292311,0.0001316054,0.000002664698,0.560389,0.4392043],"study_design_scores_gemma":[0.0003585249,0.0003035365,0.0005734383,0.00004016592,0.00005216195,0.00007608199,0.000001611328,0.00008565203,0.00007881092,0.0000152668,0.9983174,0.00009734235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004313805,0.00006502438,8.479294e-7,0.002714242,0.000001423509,0.0001925129,0.00001184976,0.00009983269,0.9926004],"genre_scores_gemma":[0.0004745439,6.833237e-7,0.000233991,0.0001625181,0.0002159401,0.00001698166,0.00003496044,0.00001549424,0.9988449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4391069,"threshold_uncertainty_score":0.3253195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007044582569207911,"score_gpt":0.2009828077244658,"score_spread":0.1939382251552579,"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."}}