{"id":"W2165689430","doi":"10.2310/8000.2013.130894","title":"The Canadian National EMS Research Agenda: a mixed methods consensus study","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Toronto; University of Calgary; St. Michael's Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Mentorship; Delphi method; Medicine; Medical education; Health services research; Public relations; Political science; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01185497,0.0006664951,0.002739501,0.002678476,0.001989435,0.00003211781,0.0009228518,0.0004038956,0.00488033],"category_scores_gemma":[0.01207478,0.0003797394,0.000813114,0.002258849,0.0008376724,0.00005481045,0.00004399364,0.002776731,0.0001492749],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333145,"about_ca_system_score_gemma":0.03347182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5482593,"about_ca_topic_score_gemma":0.955925,"domain_scores_codex":[0.9910316,0.002104766,0.003095108,0.0004848593,0.001792755,0.001490876],"domain_scores_gemma":[0.9874906,0.001059134,0.0008705037,0.000674571,0.006516317,0.003388905],"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":[0.000006670123,0.00002468264,0.0001091468,0.0008658083,0.001473316,0.0004324382,0.001077273,1.80057e-7,4.043891e-7,0.0001848028,0.6157987,0.3800266],"study_design_scores_gemma":[0.0005335138,0.001009561,0.00070679,0.003576394,0.001720401,0.0003688134,0.004902008,0.000001271733,1.096983e-7,0.0002562968,0.9866237,0.0003011638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004787799,0.9365175,0.000002823654,0.004579581,0.02315629,0.001816049,0.0000551098,0.00000841064,0.0338163],"genre_scores_gemma":[0.0005462043,0.9854687,0.0001860129,0.00007035051,0.004814557,0.0001266518,0.00003149679,0.000110589,0.008645453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4076657,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6342371539179181,"score_gpt":0.5877733303525765,"score_spread":0.04646382356534162,"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."}}