{"id":"W2990779622","doi":"10.1017/cem.2019.439","title":"Community paramedicine: A patch, or a real system improvement?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; MEDLINE; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.006538103,0.0006721971,0.00108074,0.0008469441,0.006761097,0.00565975,0.002632164,0.06324736,0.02112854],"category_scores_gemma":[0.04043247,0.0005557999,0.001023833,0.0009434008,0.006767206,0.009144063,0.002489886,0.04109529,0.004872992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009447845,"about_ca_system_score_gemma":0.02009393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802789,"about_ca_topic_score_gemma":0.05992741,"domain_scores_codex":[0.9928882,0.002154954,0.0008227465,0.0008750556,0.001957299,0.001301757],"domain_scores_gemma":[0.9725105,0.009358375,0.001993349,0.0008046497,0.005639416,0.009693764],"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":[0.00009145118,0.0001093384,0.001786603,0.000196732,0.0000307716,0.003915201,0.0004197375,0.00006900366,0.0002087607,0.009527738,0.9578147,0.02582999],"study_design_scores_gemma":[0.0004107826,0.0002125198,0.004104836,0.001617067,0.00007212962,0.008122608,0.003698226,0.0005110521,0.0001772967,0.01920704,0.9617252,0.0001411093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002240888,0.0006238528,0.00003851,0.9939455,0.003338282,0.000004166344,0.000006969294,0.000006401729,0.001812224],"genre_scores_gemma":[0.005194279,0.001536755,0.0003432477,0.9601505,0.02877233,0.00001960365,0.00001220303,0.00001343212,0.003957679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06324736,"threshold_uncertainty_score":0.07068199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09382966256426911,"score_gpt":0.3430279961617405,"score_spread":0.2491983335974713,"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."}}