{"id":"W4206158968","doi":"10.1128/aac.02153-19","title":"Acknowledgment of <i>Ad Hoc</i> Reviewers","year":2019,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Post-hoc analysis; Post hoc; Computer science; Medicine; Internal medicine","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":[0.00007662727,0.0001003836,0.0001489867,0.00001715037,0.00001995332,0.00001019971,0.0001196105,0.00007590607,0.0002403908],"category_scores_gemma":[0.000006839297,0.0000832056,0.00008037579,0.00005774629,0.00006595712,0.000002168912,0.00006555043,0.00004756629,0.00001925332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000635046,"about_ca_system_score_gemma":0.00002946646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005393557,"about_ca_topic_score_gemma":0.000002980309,"domain_scores_codex":[0.9993613,0.00001272698,0.0001365324,0.0002365504,0.00008937951,0.0001635112],"domain_scores_gemma":[0.9996416,0.000003484871,0.00004284497,0.0002003385,0.00005904756,0.00005269919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001863662,0.00006652219,0.003099257,0.00009561817,0.00004234791,2.531677e-7,0.00002821867,2.276523e-7,0.9064687,0.000004902676,0.0578225,0.03218501],"study_design_scores_gemma":[0.0006793439,0.0001368234,0.001715009,0.00003598478,0.000004170055,0.000001971992,0.000008515058,0.000001967661,0.5637575,0.000005301946,0.433566,0.00008730766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967771,0.0008784559,0.0000125498,0.0005715804,0.00009337442,0.0001983127,0.00001868916,0.000003345103,0.001446572],"genre_scores_gemma":[0.9638572,0.02947695,0.0001593625,0.003764973,0.00007909962,0.000003365753,0.00005255706,0.00001626395,0.002590209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3757435,"threshold_uncertainty_score":0.3393026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008195239461302278,"score_gpt":0.2736513011038236,"score_spread":0.2654560616425213,"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."}}