{"id":"W4386767537","doi":"10.1007/s43678-023-00590-3","title":"The hospital care and outcomes of long-term care patients treated by paramedics during an emergency call: exploring the potential impact of ‘treat-and-refer’ pathways and community paramedicine","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Shared Services Canada; Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Triage; Emergency department; Emergency medicine; Medical emergency; Emergency medical services; Medical record; 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":[],"consensus_categories":[],"category_scores_codex":[0.003076293,0.0004237377,0.0006507288,0.001149308,0.00170535,0.002253098,0.001742494,0.002102353,0.005168052],"category_scores_gemma":[0.0208962,0.0003810139,0.00257551,0.00198281,0.001133568,0.002177213,0.002265443,0.003395594,0.0004045754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005106912,"about_ca_system_score_gemma":0.005248009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045427,"about_ca_topic_score_gemma":0.1430801,"domain_scores_codex":[0.9955233,0.00181826,0.0004207926,0.0004387853,0.0004485722,0.001350187],"domain_scores_gemma":[0.9866403,0.004151077,0.004433356,0.0005270852,0.001564407,0.00268382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00155169,0.0006374705,0.9917101,0.0001283902,0.001121551,0.0001450768,0.00106502,0.00009450534,0.00005098356,0.0002305109,0.0005855752,0.002679155],"study_design_scores_gemma":[0.0001097419,0.0009760718,0.9932509,0.0001326766,0.0003190036,0.0001154934,0.004230695,0.0001539178,0.00003161465,0.0001724837,0.0004732686,0.00003404162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968711,0.001012416,0.00002697275,0.0005379415,0.00004376861,0.00002104869,0.0004878634,0.000001103318,0.0009978744],"genre_scores_gemma":[0.9987181,0.0003115719,0.0000476585,0.0002325167,0.00005269634,0.00002494627,0.0004532517,0.000002303194,0.0001568787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045427,"threshold_uncertainty_score":0.2078685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350879222350972,"score_gpt":0.3263716163961638,"score_spread":0.2728628241726541,"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."}}