{"id":"W4400035945","doi":"10.1111/vec.13388","title":"2024 RECOVER Guidelines: Methods, evidence identification, evaluation, and consensus process for development of treatment recommendations","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Victoria General Hospital; University of Calgary","funders":"Boehringer Ingelheim Animal Health","keywords":"Medicine; Guideline; Evidence-based practice; Grading (engineering); Referral; Technician; Population; Medical emergency; Nursing; Medical education; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3024544,0.004168476,0.006735608,0.03808638,0.00454039,0.01713683,0.01319468,0.01184601,0.01957184],"category_scores_gemma":[0.5441677,0.00528825,0.01655282,0.02300866,0.004548877,0.007859941,0.01394778,0.01328375,0.01082862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01966435,"about_ca_system_score_gemma":0.1202357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679614,"about_ca_topic_score_gemma":0.02524088,"domain_scores_codex":[0.5234157,0.2917717,0.1329879,0.008917324,0.03944477,0.003462684],"domain_scores_gemma":[0.3747372,0.3066038,0.07328095,0.03025568,0.2074198,0.007702554],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004888167,0.0004143421,0.003368223,0.1492054,0.004029705,0.0005514867,0.008164343,0.002648702,0.0009924927,0.02994303,0.3705257,0.4296678],"study_design_scores_gemma":[0.002236557,0.0005272386,0.005025049,0.3552552,0.005896277,0.0004653187,0.004339589,0.004581747,0.001634228,0.03781109,0.5816468,0.0005809826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.004497826,0.0502032,0.2922249,0.1417296,0.01149075,0.3972549,0.03528899,0.004093387,0.06321643],"genre_scores_gemma":[0.009092494,0.01298239,0.8240206,0.006106193,0.0007067336,0.1362805,0.007412752,0.0003751392,0.003023106],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6975456,"threshold_uncertainty_score":0.8601979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6807775977226502,"score_gpt":0.6735155088544692,"score_spread":0.007262088868181027,"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."}}