{"id":"W3147448733","doi":"10.12688/hrbopenres.13250.1","title":"Paramedics working in general practice: a scoping review","year":2021,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Irish College of General Practitioners","keywords":"Context (archaeology); Scope (computer science); Health care; Nursing; Psychology; Medicine; Political science; Geography","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":[0.02645078,0.001487109,0.004474083,0.02601226,0.001936638,0.004343593,0.002357374,0.00430338,0.006103015],"category_scores_gemma":[0.1102203,0.0015275,0.004866494,0.02925125,0.001655801,0.005758761,0.004089234,0.002081714,0.0009209478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008023554,"about_ca_system_score_gemma":0.03126453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223994,"about_ca_topic_score_gemma":0.03319675,"domain_scores_codex":[0.9782413,0.007794144,0.008276943,0.001046691,0.003980156,0.0006607578],"domain_scores_gemma":[0.9020829,0.07600719,0.01007649,0.001172423,0.00990644,0.0007544185],"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":[0.0001008536,0.00003196224,0.001062689,0.8698994,0.000994047,0.0003414758,0.001979023,0.0001527612,0.0001423857,0.001076319,0.00824075,0.1159784],"study_design_scores_gemma":[0.00002097502,0.00003992658,0.001219897,0.9737788,0.00182922,0.0001823921,0.0008637998,0.00003529383,0.00004115393,0.000272322,0.02170224,0.00001395752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001397537,0.9927344,0.0003645608,0.001753251,0.0005212426,0.001253987,0.0003830083,0.00001123261,0.001580765],"genre_scores_gemma":[0.009751363,0.98452,0.00159938,0.001248951,0.0002051057,0.001953335,0.000404671,0.000007339891,0.0003100233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02645078,"threshold_uncertainty_score":0.1398868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6029840224700759,"score_gpt":0.6601583253812912,"score_spread":0.05717430291121528,"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."}}