{"id":"W2045638071","doi":"10.12927/cjnl.2012.22829","title":"Canadian Oncology Nurse Work Environments: Part II","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Oncology nursing; Nursing; Work (physics); Medicine; Nurse education; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001294379,0.0002266894,0.0003084775,0.0001888955,0.002262429,0.000006604229,0.0002003852,0.0006390311,0.002171436],"category_scores_gemma":[0.0001573911,0.0002322712,0.00006360561,0.0002910819,0.0001630132,0.000204089,0.00001389619,0.001395574,0.004054818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003602415,"about_ca_system_score_gemma":0.0009466182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653307,"about_ca_topic_score_gemma":0.006848409,"domain_scores_codex":[0.9954032,0.0008376445,0.0004760684,0.0002911994,0.0002311298,0.00276077],"domain_scores_gemma":[0.9973512,0.0004226803,0.0001680123,0.0003941523,0.00001822528,0.001645751],"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":[0.0001954862,0.0003699427,0.3144404,0.0001414865,0.00002809142,0.00001374424,0.09289125,0.000008210563,0.00002304583,0.005412668,0.5062872,0.08018848],"study_design_scores_gemma":[0.0006802161,0.00009988209,0.03784163,0.001157989,0.00004187988,0.000003556719,0.04164928,0.000004963198,0.00001575804,0.0002885633,0.9179374,0.0002789078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1871522,0.005062984,0.0001685231,0.2668135,0.02124243,0.002054363,0.00001444657,0.0003340125,0.5171576],"genre_scores_gemma":[0.9495735,0.00002643266,0.0004224605,0.01894883,0.00305002,0.0001011568,0.00004131217,0.00006329532,0.027773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7624213,"threshold_uncertainty_score":0.9990365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880555921351755,"score_gpt":0.397816719678776,"score_spread":0.2097611275436005,"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."}}