{"id":"W7109014799","doi":"10.5281/zenodo.17833004","title":"National Competency Framework for Paramedics","year":2024,"lang":"en","type":"standard","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steering committee; Jurisdiction; Informed consent; Compliance (psychology); Competence (human resources); Technical standard; Public health; Public consultation; Research ethics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03481489,0.0009932138,0.0009386775,0.005027572,0.007894239,0.01016467,0.004947495,0.004832718,0.01576531],"category_scores_gemma":[0.06547967,0.0007160867,0.001317068,0.00318558,0.005668527,0.00703341,0.01062045,0.007404718,0.01049014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06244149,"about_ca_system_score_gemma":0.3183196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4196977,"about_ca_topic_score_gemma":0.4854349,"domain_scores_codex":[0.9432428,0.01712279,0.004734783,0.002107511,0.02726248,0.00552972],"domain_scores_gemma":[0.9321862,0.006504822,0.001893001,0.002114598,0.04923722,0.008063999],"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":[0.00003501779,0.0001596047,0.002301381,0.0009033764,0.00001409437,0.0002486277,0.01023049,0.001114236,0.0004629197,0.2957221,0.5107674,0.1780407],"study_design_scores_gemma":[0.00001418385,0.00003599955,0.002629305,0.002363191,0.000007661816,0.0002158756,0.003842449,0.0004286962,0.0001877224,0.01770043,0.9725158,0.00005857068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00735477,0.006518057,0.08298416,0.108605,0.005451886,0.007797202,0.006016578,0.001219186,0.7740533],"genre_scores_gemma":[0.193007,0.01517643,0.4325783,0.04865572,0.001060187,0.01651009,0.02376919,0.0009762345,0.2682667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4196977,"threshold_uncertainty_score":0.8345095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290476708230357,"score_gpt":0.3105793351726352,"score_spread":0.2576745680903316,"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."}}