{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998659,0.0002407358,0.0008458313,0.0002568285,0.0003507279,0.000001349996,0.000683977,0.0001133047,0.00005191657],"category_scores_gemma":[0.0005798306,0.00009426507,0.00004858732,0.004968139,0.001983481,0.00003375281,0.00009974624,0.0009795194,0.000001866473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008528178,"about_ca_system_score_gemma":0.0005496329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627946,"about_ca_topic_score_gemma":0.0008273092,"domain_scores_codex":[0.9954742,0.001654417,0.001237329,0.0002352531,0.0008921836,0.000506664],"domain_scores_gemma":[0.9913675,0.00569184,0.001542619,0.0007569654,0.0005755599,0.00006556512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003386241,0.0007098753,0.6784878,0.003580574,0.0003441358,0.000034556,0.07427368,0.004702775,0.00008695397,0.03511275,0.1905286,0.008752082],"study_design_scores_gemma":[0.003477884,0.001359428,0.1754337,0.009177946,0.0003150514,0.000007652601,0.6002921,0.00798615,0.00007089663,0.002168348,0.1995108,0.0002000461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8582715,0.002346142,0.001238925,0.1340583,0.000409315,0.002661005,0.00008324884,0.00002773013,0.0009038371],"genre_scores_gemma":[0.9820485,0.001518298,0.000253883,0.01536277,0.0001818371,0.0001955581,0.000126777,0.00001812513,0.0002942219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260185,"threshold_uncertainty_score":0.7308217,"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."}}