{"id":"W2033017066","doi":"10.12927/cjnl.2013.23251","title":"Factors That Influence Career Decisions in Canada’s Nurses","year":2013,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; St. Lawrence College; Centre for Disability Prevention and Rehabilitation; Dalhousie University","funders":"Health Canada; Canadian Foundation for Healthcare Improvement","keywords":"Socialization; Nursing; Perception; Work (physics); Psychology; Career development; Job satisfaction; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197077,0.000277444,0.0003906999,0.0001640749,0.0005558811,0.00002033876,0.0004164026,0.0002674463,0.0009075022],"category_scores_gemma":[0.0006969752,0.0002388617,0.00004511539,0.0004213515,0.0001319416,0.0003339773,0.00002697676,0.001025731,0.0004235005],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842867,"about_ca_system_score_gemma":0.002988669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9514655,"about_ca_topic_score_gemma":0.9559736,"domain_scores_codex":[0.9963825,0.000455567,0.0005707475,0.0003979243,0.0005915472,0.001601736],"domain_scores_gemma":[0.9969773,0.001704758,0.000179257,0.0004864188,0.0001855435,0.0004666664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001226066,0.00002650609,0.937742,0.00004930866,0.000003978738,0.000005113988,0.01730713,0.00006676019,0.00002025206,0.0002513306,0.03626045,0.008254942],"study_design_scores_gemma":[0.0002738404,0.00001829036,0.7705446,0.002778125,0.000006748859,6.936545e-7,0.2196964,0.00004871874,0.00003469768,0.000598057,0.00579475,0.0002050405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973196,0.0006020725,0.000008573464,0.01170344,0.002091424,0.001030397,0.00001087633,0.0001054477,0.01125173],"genre_scores_gemma":[0.9937673,0.00001437509,0.0001270725,0.003404196,0.00007645598,0.00008644862,0.00001661836,0.00004092032,0.002466636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2023893,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3754970402566565,"score_gpt":0.424103355061793,"score_spread":0.04860631480513644,"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."}}