{"id":"W6906574153","doi":"10.17605/osf.io/4nw8r","title":"Describing frameworks that may be adapted to a Canadian national surveillance of antimicrobial resistance from dogs &amp; cats: Scoping review protocol","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Public health surveillance; Disease surveillance; Antibiotic resistance; Epidemiological surveillance; Health surveillance; Disease control","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003429756,0.0005345661,0.001266187,0.0007579162,0.0005521525,0.0003518705,0.004113664,0.0004768536,0.03726821],"category_scores_gemma":[0.004421017,0.0005332463,0.0001527856,0.002578404,0.0004833979,0.0003602669,0.001477386,0.00145878,0.0001241638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665706,"about_ca_system_score_gemma":0.006256472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1189709,"about_ca_topic_score_gemma":0.1430834,"domain_scores_codex":[0.9945879,0.0004187528,0.000817525,0.001508885,0.001725076,0.0009418571],"domain_scores_gemma":[0.9959537,0.0005300933,0.00074778,0.001777222,0.0003045041,0.0006867278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002613896,0.00007214147,0.001936203,0.002280529,0.00005017045,0.0003677432,0.0004073698,0.000006270295,0.0002721037,0.0002826572,0.993299,0.0007643974],"study_design_scores_gemma":[0.000210381,0.00008745874,0.0002283877,0.14442,0.00001538217,0.00006286675,0.00004834851,0.000002471529,0.000006511528,0.00008632417,0.8540998,0.0007321616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0007378854,0.003299684,0.001537704,0.01983295,0.003812942,0.2599751,0.003911089,0.0003323798,0.7065603],"genre_scores_gemma":[0.03736347,0.001620309,0.3419382,0.1497882,0.003122931,0.2799363,0.001833936,0.002577486,0.1818192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5247411,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754228917867943,"score_gpt":0.4176919679849472,"score_spread":0.2422690761981528,"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."}}