{"id":"W7107985342","doi":"10.5281/zenodo.17764365","title":"Time for change…progressing paramedicine in Ontario.","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Base (topology); MEDLINE; Work (physics); Attendance","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":[0.001882037,0.0003178123,0.0002600515,0.0005351043,0.01290388,0.003243377,0.001427358,0.003435546,0.03047574],"category_scores_gemma":[0.003030139,0.0004520297,0.0003796382,0.001068367,0.002500632,0.001443591,0.004339134,0.004049627,0.002798322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0685749,"about_ca_system_score_gemma":0.1973147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.956226,"about_ca_topic_score_gemma":0.9911265,"domain_scores_codex":[0.9968932,0.0003063068,0.00007593095,0.0001914696,0.0008968409,0.001636162],"domain_scores_gemma":[0.989062,0.0002012006,0.0003472478,0.00007332747,0.001625262,0.008691046],"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":[0.0002772691,0.00008774174,0.02795855,0.0007560108,0.00001851436,0.001191623,0.02898809,0.00008509721,0.001310386,0.003596769,0.8356662,0.1000638],"study_design_scores_gemma":[0.00003238437,0.00008767043,0.1132678,0.000517547,0.00001324787,0.0001714277,0.0341876,0.00004435978,0.0001237083,0.0003061213,0.8512154,0.00003273956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07041246,0.02483288,0.0004645086,0.7669936,0.0144575,0.0002570764,0.001536495,0.0001833533,0.1208621],"genre_scores_gemma":[0.3764076,0.02278649,0.002045513,0.07894557,0.002011649,0.0003132833,0.001311641,0.0001704579,0.5160078],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0685749,"threshold_uncertainty_score":0.497548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380638428173629,"score_gpt":0.4058924792723917,"score_spread":0.2678286364550288,"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."}}