{"id":"W4401924950","doi":"10.1159/000535348","title":"Acknowledgement to Reviewers","year":2023,"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":"Medicine; Acknowledgement; Medical education; Computer science; Computer network","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":[],"consensus_categories":[],"category_scores_codex":[0.0008906416,0.0001047527,0.0003524123,0.0002875865,0.00002716673,0.000003833587,0.00001966629,0.00007561305,0.0006119479],"category_scores_gemma":[0.00102602,0.00009152719,0.0000974644,0.0006117932,0.0000350872,0.00001692116,0.00009295445,0.0001190505,0.0005556411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006594601,"about_ca_system_score_gemma":0.00007740105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002993567,"about_ca_topic_score_gemma":0.000001825004,"domain_scores_codex":[0.9987711,0.00005163224,0.0004332052,0.0003276945,0.0001228006,0.000293615],"domain_scores_gemma":[0.9992042,0.00006161683,0.00006648308,0.000413605,0.0000887357,0.0001653519],"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":[0.00002508604,0.00004617461,0.0503335,0.000135776,0.00001551807,0.9321337,0.00007132294,0.000007300092,0.0002995929,0.00002456509,0.01337592,0.003531595],"study_design_scores_gemma":[0.0001198647,0.0001358486,0.02548514,0.0001466983,0.00002425487,0.8838826,0.00008438315,0.00001017405,0.0002273216,0.0002020514,0.08957855,0.0001030523],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684875,0.0004755041,0.000004797933,0.0008467372,0.001163272,0.0004220497,6.548193e-7,0.00005782344,0.02854164],"genre_scores_gemma":[0.9894128,0.00007636477,0.0002148939,0.0002712931,0.0001307235,0.0001095477,0.00001766132,0.00001833695,0.009748355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07620263,"threshold_uncertainty_score":0.7141827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574458485905851,"score_gpt":0.3775490540576127,"score_spread":0.3218044691985542,"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."}}