{"id":"W2889293162","doi":"10.32378/ijp.v3i2.91","title":"International Examination and Synthesis of the Primary and Secondary Surveys in Paramedicine","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Psychological intervention; Primary care; Medicine; Mnemonic; Family medicine; Psychology; Nursing","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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2293019,0.001130702,0.003421568,0.01646356,0.001504806,0.004583929,0.001682828,0.001728326,0.01478589],"category_scores_gemma":[0.4775327,0.001311016,0.004795013,0.02691342,0.00182876,0.002919712,0.00488974,0.00236162,0.002128619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124058,"about_ca_system_score_gemma":0.02773931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111429,"about_ca_topic_score_gemma":0.007983341,"domain_scores_codex":[0.7585789,0.1484219,0.05355019,0.009219326,0.02640346,0.003826233],"domain_scores_gemma":[0.5728964,0.261197,0.0347074,0.03016528,0.09885368,0.002180303],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001841338,0.0006245328,0.2174902,0.1894975,0.009941788,0.0004262035,0.04179991,0.001770689,0.0008803041,0.03214562,0.1608374,0.3427446],"study_design_scores_gemma":[0.0006926449,0.001617443,0.5475175,0.09937439,0.004643251,0.0002238067,0.03084608,0.001949337,0.001261721,0.004864135,0.306803,0.0002066323],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.226072,0.08711749,0.144371,0.03269802,0.01535622,0.1079318,0.2968378,0.001358628,0.08825708],"genre_scores_gemma":[0.5506361,0.02383933,0.08431692,0.01158489,0.001077654,0.2590566,0.06080476,0.000446846,0.008236839],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9965785,"threshold_uncertainty_score":0.9504079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250641482980969,"score_gpt":0.3053652589593528,"score_spread":0.2828588441295432,"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."}}