{"id":"W4411045660","doi":"10.1177/27536386251348671","title":"Professionalization of Paramedicine in the United States of America: Unlocking the Future with the American College of Paramedics","year":2025,"lang":"en","type":"article","venue":"Paramedicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI; University of Prince Edward Island","funders":"","keywords":"Professionalization; Political science; Psychology; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007425814,0.0003237147,0.0003879864,0.0009746221,0.01731799,0.01062155,0.001228736,0.009010537,0.006002531],"category_scores_gemma":[0.02583983,0.000309042,0.0005519386,0.0007536996,0.01695741,0.008799817,0.007797529,0.01892049,0.0008534738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280664,"about_ca_system_score_gemma":0.06359341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04625025,"about_ca_topic_score_gemma":0.09860914,"domain_scores_codex":[0.9906936,0.00468574,0.0003401346,0.0008023867,0.001426488,0.002051548],"domain_scores_gemma":[0.9711178,0.009974785,0.001550032,0.000755685,0.006954885,0.00964683],"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":[0.0001004525,0.0002073505,0.006057383,0.000806677,0.00001690701,0.001098024,0.08184833,0.0003498869,0.0007156607,0.2759563,0.4400449,0.1927981],"study_design_scores_gemma":[0.0000157673,0.00006462005,0.003297888,0.001570324,0.000009224198,0.000315935,0.03583972,0.0002758759,0.000176148,0.02679583,0.9315828,0.00005591157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009059836,0.01629861,0.001116761,0.9321354,0.0196078,0.00002160353,0.00001073865,0.00003327538,0.02171605],"genre_scores_gemma":[0.48588,0.04166003,0.002417104,0.4191424,0.0335529,0.000114411,0.00004097197,0.0001054853,0.01708674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04625025,"threshold_uncertainty_score":0.09291911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133489651251579,"score_gpt":0.4178039020232453,"score_spread":0.3964690055107295,"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."}}