{"id":"W6976743339","doi":"10.6084/m9.figshare.11853912","title":"Additional file 1 of Antimicrobial use among adult inpatients at hospital sites within the Canadian Nosocomial Infection Surveillance Program: 2009 to 2016","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Diagnosis code; Antibiotics; Public health; Antimicrobial drug; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008720459,0.0006789669,0.000788193,0.002894048,0.001038778,0.0009330684,0.001218978,0.0005192294,0.4926947],"category_scores_gemma":[0.01711169,0.0003461358,0.0006928645,0.007221529,0.000180709,0.000993325,0.0006951254,0.0006703489,0.03707753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004468891,"about_ca_system_score_gemma":0.008582324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5262233,"about_ca_topic_score_gemma":0.5932578,"domain_scores_codex":[0.9989938,0.00008489814,0.0001877722,0.0002029901,0.000331817,0.0001987466],"domain_scores_gemma":[0.9898272,0.002770322,0.001444844,0.0004544298,0.004976994,0.0005262496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000128178,0.00003669189,0.0105273,0.001000257,0.00003423819,0.00002328598,0.00004832662,0.0002458797,0.00002564053,0.0003041242,0.9825874,0.00503875],"study_design_scores_gemma":[0.00191844,0.0001640698,0.2929543,0.004839865,0.0002118526,0.0003004892,0.0009410219,0.002070683,0.0004459892,0.001747445,0.6942716,0.0001342579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002092831,0.00001087095,0.00002161874,0.00003688532,0.000006338247,0.00002966522,0.9989869,0.00001702863,0.000681392],"genre_scores_gemma":[0.009594601,0.0001666076,0.000557421,0.0002223314,0.00005014362,0.0006386443,0.9829749,0.0000638314,0.00573152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4926947,"threshold_uncertainty_score":0.9531337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362094681186815,"score_gpt":0.2274180800796956,"score_spread":0.2137971332678275,"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."}}