{"id":"W4392589016","doi":"10.12927/hcq.2024.27254","title":"The Community Paramedicine at Clinic Program: Improving Participant Health while Preserving Healthcare System Resources","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Health care; Nursing; Medicine; Psychological intervention; Emergency department; Community health; Medical emergency; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01379301,0.0003142642,0.0003706763,0.0006341783,0.003271917,0.001972333,0.002180433,0.001378497,0.01403821],"category_scores_gemma":[0.0204102,0.0003406792,0.000399783,0.000548629,0.0008181059,0.001871453,0.005369832,0.002039919,0.001147828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759397,"about_ca_system_score_gemma":0.02082593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209213,"about_ca_topic_score_gemma":0.0166685,"domain_scores_codex":[0.9924948,0.005203579,0.0002036684,0.0003408561,0.0008710483,0.0008860421],"domain_scores_gemma":[0.9844663,0.00311991,0.0007844826,0.0009387639,0.001671188,0.00901931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001727125,0.02126032,0.04106146,0.00203732,0.0001160296,0.0004922578,0.0125469,0.0001799325,0.002409405,0.002677604,0.1180476,0.7974441],"study_design_scores_gemma":[0.01005547,0.04103217,0.4634806,0.006864286,0.0004219923,0.00156597,0.05557914,0.00137499,0.003683292,0.007447201,0.4082433,0.0002515854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241572,0.00178087,0.005809255,0.08364552,0.002398205,0.01485191,0.001214759,0.000524365,0.06561783],"genre_scores_gemma":[0.9070134,0.001734201,0.03761277,0.02162802,0.001008147,0.01818031,0.0007534029,0.0001343935,0.0119355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403821,"threshold_uncertainty_score":0.07294524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09656244250656754,"score_gpt":0.39618957733315,"score_spread":0.2996271348265825,"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."}}