{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03141375,0.002712888,0.004058089,0.005777556,0.002213385,0.01252268,0.003560455,0.004991685,0.05759339],"category_scores_gemma":[0.2646775,0.0009384128,0.001901601,0.003528176,0.002437985,0.006527804,0.003284308,0.007572731,0.07677113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906651,"about_ca_system_score_gemma":0.01062366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448949,"about_ca_topic_score_gemma":0.002431296,"domain_scores_codex":[0.9497689,0.009365504,0.007005026,0.005261398,0.02690285,0.001696297],"domain_scores_gemma":[0.3885932,0.02626968,0.02156698,0.01247121,0.5321245,0.01897446],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004174706,0.000004824496,0.0001319958,0.0002365944,0.00001314084,0.00009112267,0.00009410879,0.0000166867,0.0001746066,0.0003103353,0.987624,0.01126091],"study_design_scores_gemma":[0.00002734148,0.00002100158,0.0003464467,0.0007111333,0.00002885295,0.0005859812,0.0003960443,0.0001656335,0.0003475097,0.001181675,0.9961389,0.00004958609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004128909,0.01411073,0.004253466,0.1298277,0.8324214,0.0005330695,0.001134065,0.001035572,0.01627118],"genre_scores_gemma":[0.01444723,0.01910366,0.007132593,0.1610379,0.6997676,0.001678651,0.002304063,0.002277003,0.09225126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9685863,"threshold_uncertainty_score":0.1926691,"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."}}