{"id":"W4393051038","doi":"10.1093/oso/9780192864871.003.0007","title":"Canada","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003125565,0.0005610315,0.0004144887,0.001358708,0.003941399,0.004585696,0.00102482,0.001534463,0.5085066],"category_scores_gemma":[0.001083387,0.0002652366,0.0003452512,0.00176055,0.0006809098,0.001616445,0.001562075,0.001635714,0.2354888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009550068,"about_ca_system_score_gemma":0.0106117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3631833,"about_ca_topic_score_gemma":0.5624684,"domain_scores_codex":[0.9993832,0.00003058533,0.0000182587,0.00009925234,0.0003737969,0.00009489232],"domain_scores_gemma":[0.9992828,0.00005354337,0.00002086732,0.00004057554,0.0005054292,0.00009678565],"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":[0.0000195087,0.00001665942,0.0003887163,0.0001355805,0.00000248574,0.0001888704,0.0003047521,0.00007566631,0.0001999984,0.02853508,0.8591275,0.1110052],"study_design_scores_gemma":[0.000001064203,0.000001534473,0.000192487,0.00004182022,4.527924e-7,0.00003785637,0.00008324387,0.00001025875,0.00002703489,0.0003251799,0.9992773,0.000001666414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003924085,0.003389081,0.0003027816,0.003797133,0.001486651,0.00003551638,0.00175402,0.0002200207,0.9886225],"genre_scores_gemma":[0.001731152,0.00163071,0.0002930463,0.0008875818,0.00008072358,0.00001191984,0.0006813827,0.00007361203,0.9946098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6368167,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07129392319846437,"score_gpt":0.4108176822361285,"score_spread":0.3395237590376641,"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."}}