{"id":"W2950775257","doi":"10.12968/ippr.2019.9.2.28","title":"A description of a unique paramedic role in a Canadian emergency department","year":2019,"lang":"en","type":"article","venue":"International Paramedic Practice","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Emergency department; Overcrowding; Medical emergency; Thematic analysis; Medicine; Referral; Major trauma; Scope of practice; Emergency medical services; Health care; Nursing; Qualitative research; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005001153,0.0001255189,0.0002304685,0.0002736921,0.00002184958,0.000005126048,0.0001375994,0.00009115654,0.00120434],"category_scores_gemma":[0.00183725,0.0001167815,0.00007659804,0.0002433863,0.00004363191,0.0002948761,0.00003520467,0.000274037,0.0001564971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260046,"about_ca_system_score_gemma":0.000466139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09339727,"about_ca_topic_score_gemma":0.03733797,"domain_scores_codex":[0.9984985,0.00006606815,0.000452886,0.0002321684,0.0004803137,0.0002700646],"domain_scores_gemma":[0.9989717,0.0001367887,0.0001802696,0.000193493,0.0003330836,0.0001846592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001136707,0.001212456,0.9258955,0.0001894845,0.001149428,0.0005008563,0.004109527,0.00009741131,0.003585545,0.01216318,0.04003358,0.009926298],"study_design_scores_gemma":[0.002425311,0.0006037229,0.1742018,0.0004822405,0.0002028839,0.0003376252,0.004362459,0.002363158,0.0004558801,0.002142525,0.8121063,0.0003161177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323041,0.002042374,0.00008549738,0.01385831,0.002263695,0.0006193953,0.0000360151,0.00002547084,0.1487652],"genre_scores_gemma":[0.9946322,0.002106891,0.0005022138,0.001129236,0.0001265506,0.00006268989,0.00007937829,0.00001190244,0.001348923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7720727,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470265122286903,"score_gpt":0.3172526735876392,"score_spread":0.3025500223647702,"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."}}