{"id":"W4404257625","doi":"10.1159/000542092","title":"Acknowledgement to Reviewers","year":2024,"lang":"en","type":"article","venue":"Oncology","topic":"Cancer Mechanisms and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Medicine; Medical education; 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":["insufficient_payload"],"category_scores_codex":[0.0001372454,0.00004428266,0.0001420243,0.00005280929,0.00001189257,0.000005467939,0.0000272654,0.00003567207,0.003342305],"category_scores_gemma":[0.0000163133,0.00003497477,0.00004579892,0.0001238371,0.000008166838,0.000009510937,0.00001693885,0.0000643795,0.00221018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965179,"about_ca_system_score_gemma":0.0001422569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004628673,"about_ca_topic_score_gemma":0.00002406122,"domain_scores_codex":[0.9996185,0.00001107064,0.00008327369,0.0001299055,0.0000536609,0.0001036268],"domain_scores_gemma":[0.9997585,0.00001622902,0.000005765773,0.0001082436,0.00003116445,0.00008013089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004816547,0.00006597226,0.00000863395,0.0001042763,0.00004587568,0.0001179676,0.0003066362,3.318488e-7,0.008495543,0.01524951,0.2504814,0.7250757],"study_design_scores_gemma":[0.0002139085,0.001236515,0.0000604568,0.0001086552,0.0000319214,0.00002548399,0.00002928652,0.00002015114,0.00102127,0.0005682478,0.996648,0.00003606631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04627497,0.05362166,0.0103023,0.1246348,0.01742626,0.002198706,0.00001105724,0.0005519055,0.7449784],"genre_scores_gemma":[0.6100129,0.01277522,0.02978063,0.0974545,0.008806262,0.0008911812,0.00004384631,0.0001717869,0.2400637],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7461666,"threshold_uncertainty_score":0.9985667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305477531631411,"score_gpt":0.4250625507839172,"score_spread":0.3945147976207761,"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."}}