{"id":"W4405463788","doi":"10.1159/000542222","title":"Acknowledgement to Reviewers","year":2024,"lang":"en","type":"article","venue":"Case Reports in Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Medicine; Medical education; Computer science; Computer security","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":[0.0006972714,0.0001103605,0.000314571,0.0002306374,0.0000174169,0.00001020339,0.00001605096,0.00007592607,0.001092613],"category_scores_gemma":[0.0004898597,0.00009051977,0.0001149212,0.0003326814,0.00003508882,0.00002438786,0.00006006764,0.00016125,0.0002624523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009903405,"about_ca_system_score_gemma":0.0001226627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002817017,"about_ca_topic_score_gemma":0.000001454418,"domain_scores_codex":[0.998829,0.00004306206,0.0004208934,0.0003715816,0.0001073424,0.0002281068],"domain_scores_gemma":[0.9993544,0.00006110662,0.00003079356,0.0003401412,0.00006405386,0.0001494973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001850165,0.00004794176,0.00820044,0.000410047,0.00002705976,0.9730448,0.00008305555,0.000002270601,0.0002895343,0.0001084459,0.008891228,0.008876749],"study_design_scores_gemma":[0.0000419042,0.0001110466,0.001717914,0.0003842364,0.00003545393,0.8030937,0.00003077663,0.00001345897,0.0001931328,0.0002122486,0.1940868,0.00007933633],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395155,0.007862373,0.00002861867,0.000949492,0.002270394,0.0004028678,7.47954e-7,0.00004912734,0.04892087],"genre_scores_gemma":[0.990627,0.0000885781,0.0004071906,0.0002386264,0.0001990134,0.0000815278,0.00000778524,0.00001960631,0.008330665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1851956,"threshold_uncertainty_score":0.9998205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661637686567162,"score_gpt":0.372102038273423,"score_spread":0.3354856614077514,"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."}}