{"id":"W4281290854","doi":"10.12688/hrbopenres.13545.1","title":"Potential for Paramedic roles in Irish General Practice: A qualitative study of stakeholder’s perspectives","year":2022,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Fanshawe College","funders":"Health Research Board; Irish College of General Practitioners; Wellcome","keywords":"Irish; Thematic analysis; Stakeholder; Nursing; Qualitative research; Scope of practice; General practice; Medicine; Government (linguistics); Medical education; Public relations; Health care; Family medicine; Political science; Sociology","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":[0.02302701,0.0005135782,0.000743463,0.001342347,0.009368764,0.005142194,0.002314779,0.002264437,0.003058397],"category_scores_gemma":[0.02076645,0.0007670684,0.0005285391,0.001433994,0.009468377,0.005016402,0.00749011,0.004583157,0.000474946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124178,"about_ca_system_score_gemma":0.0106999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388452,"about_ca_topic_score_gemma":0.04024782,"domain_scores_codex":[0.9776903,0.01635657,0.000540155,0.0008769045,0.001634606,0.002901424],"domain_scores_gemma":[0.9774066,0.01513183,0.001596472,0.000553787,0.002024415,0.003286838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002244446,0.00002337632,0.002171915,0.000109668,0.000002924375,0.0006999393,0.9926069,0.00002744183,0.0003773895,0.000687239,0.0006843677,0.002586372],"study_design_scores_gemma":[0.000002573052,0.00002403332,0.0008840828,0.000108641,0.000001618053,0.0001562459,0.9933739,0.00003083247,0.00006100802,0.0001084166,0.005239564,0.000009019975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802767,0.0007128607,0.001008647,0.00835991,0.0001258609,0.0001755237,0.0001132407,0.00001510278,0.009212245],"genre_scores_gemma":[0.9936062,0.0007519358,0.0007801607,0.00208027,0.00003860037,0.0002035365,0.00004777241,0.00002075854,0.002470718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388452,"threshold_uncertainty_score":0.1217799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3751822054716155,"score_gpt":0.5864158521513582,"score_spread":0.2112336466797427,"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."}}