{"id":"W4312165524","doi":"10.7759/cureus.32864","title":"Emerging Concepts in the Paramedicine Literature to Inform the Revision of a Pan-Canadian Competency Framework for Paramedics: A Restricted Review","year":2022,"lang":"en","type":"review","venue":"Cureus","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology; Fanshawe College","funders":"","keywords":"Medicine; Grey literature; Inclusion (mineral); Equity (law); Health care; Health equity; Competence (human resources); Identification (biology); Medical education; MEDLINE; Nursing; Psychology","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":[0.0298797,0.001322099,0.0031757,0.02954491,0.002127211,0.006530891,0.003188851,0.002797638,0.004532077],"category_scores_gemma":[0.0979526,0.0009369588,0.003156448,0.023911,0.003029728,0.006664558,0.003579935,0.003084025,0.0007000063],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0182136,"about_ca_system_score_gemma":0.1114172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1096383,"about_ca_topic_score_gemma":0.2539963,"domain_scores_codex":[0.9820363,0.004918504,0.004961496,0.001241729,0.006090226,0.0007517697],"domain_scores_gemma":[0.8853162,0.07323588,0.008923456,0.00224557,0.02889702,0.001381857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008273854,0.0000411573,0.001434477,0.611194,0.0009180099,0.0002778672,0.003508221,0.0002502575,0.0005367691,0.01123551,0.02055702,0.3499641],"study_design_scores_gemma":[0.00002416707,0.00003233461,0.002404699,0.798007,0.002400267,0.0002648869,0.001848948,0.00009520118,0.0001847844,0.002338559,0.1923594,0.00003975879],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003652619,0.9938962,0.0005330488,0.002842039,0.0005442451,0.0002349797,0.0002429435,0.000009276396,0.001332053],"genre_scores_gemma":[0.007783973,0.9846107,0.003482599,0.002700931,0.000240319,0.0004905295,0.0003714308,0.000008245458,0.0003112437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817864,"threshold_uncertainty_score":0.2180004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340924375464796,"score_gpt":0.4198704958667388,"score_spread":0.3564612521120908,"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."}}