{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2022627,0.003945847,0.006525964,0.03797529,0.007595091,0.01233759,0.008792643,0.01115692,0.05220018],"category_scores_gemma":[0.2334642,0.004404721,0.01557478,0.03639564,0.005030948,0.009575946,0.01608948,0.006606312,0.01190451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03804766,"about_ca_system_score_gemma":0.2332208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08603866,"about_ca_topic_score_gemma":0.21924,"domain_scores_codex":[0.9064735,0.03172603,0.04437033,0.003954119,0.01010529,0.003370822],"domain_scores_gemma":[0.7866886,0.06948195,0.02642251,0.01492837,0.09640858,0.006069997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000967068,0.0002331348,0.001675714,0.6270341,0.0008795137,0.0006668714,0.0103361,0.002374275,0.001167333,0.02249818,0.1619176,0.1702502],"study_design_scores_gemma":[0.001176615,0.000155025,0.002483536,0.4948184,0.001732116,0.0001792114,0.004319662,0.0004195791,0.0007137877,0.008414888,0.4853273,0.0002600071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001104968,0.01441239,0.0154588,0.01048238,0.001980746,0.8987763,0.03858769,0.0005517203,0.01864511],"genre_scores_gemma":[0.002159672,0.01335907,0.05765797,0.001980084,0.0001358436,0.9130899,0.007761295,0.00007883526,0.003777435],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9139614,"threshold_uncertainty_score":0.9837522,"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."}}