{"id":"W4404467870","doi":"10.1159/000542146","title":"Acknowledgement to Reviewers","year":2024,"lang":"en","type":"article","venue":"Liver Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Medicine; 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":["insufficient_payload"],"category_scores_codex":[0.00006313445,0.00008311232,0.0001287094,0.00006254866,0.00002036064,0.00002076019,0.00003229163,0.00002695483,0.004346195],"category_scores_gemma":[0.000008696672,0.00006378171,0.00009495617,0.0002101424,0.00000987777,0.00003220679,0.00002334364,0.00005736375,0.003179204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443578,"about_ca_system_score_gemma":0.00007531496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005465946,"about_ca_topic_score_gemma":0.00001947919,"domain_scores_codex":[0.9994496,0.00001102642,0.00008722932,0.0001928171,0.0001213962,0.0001379689],"domain_scores_gemma":[0.9996781,0.00001183071,0.000005621206,0.0001356397,0.0000453155,0.0001235114],"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":[0.00004564723,0.0000633328,0.1297666,0.0009850139,0.0003128416,0.0005596966,0.001099341,3.708168e-7,0.0009084872,0.0004611167,0.3585561,0.5072415],"study_design_scores_gemma":[0.0001551279,0.0001114642,0.005086321,0.0006344882,0.0002697847,0.000004985379,0.00001103576,0.0003468248,0.002859982,0.00001136289,0.990427,0.0000816164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5175384,0.3914963,0.0003590173,0.0144432,0.003090097,0.002178378,0.00003808659,0.0004413646,0.07041514],"genre_scores_gemma":[0.9675451,0.00520889,0.0005675483,0.001544571,0.0005876314,0.0002869298,0.00001099347,0.00002216364,0.02422618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6318709,"threshold_uncertainty_score":0.9975969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09618991736786028,"score_gpt":0.3242552020021041,"score_spread":0.2280652846342438,"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."}}