{"id":"W4236890826","doi":"10.12927/cjnl.2010.21597","title":"Canadian Oncology Nurse Work Environments: Part I","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Canadian Institutes of Health Research","keywords":"Oncology nursing; Work (physics); Nursing; Nurse Administrator; Medicine; MEDLINE; Nurse education; Psychology; Political science; Engineering","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00102724,0.0002143053,0.0002867191,0.0001949904,0.001439156,0.00001264361,0.0002603463,0.0008136071,0.003005231],"category_scores_gemma":[0.0002379734,0.0002203782,0.00006094338,0.0002732158,0.0002341405,0.0001085803,0.000008204724,0.002813301,0.004606109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142949,"about_ca_system_score_gemma":0.001596388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007123793,"about_ca_topic_score_gemma":0.06949393,"domain_scores_codex":[0.9965293,0.0005303714,0.0004615375,0.0003944264,0.0002183512,0.001866028],"domain_scores_gemma":[0.9975851,0.000536815,0.0001587695,0.0004841446,0.00002556113,0.001209677],"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":[0.0002993597,0.0002917526,0.2203399,0.0001863897,0.00003132647,0.00008472039,0.04546228,0.00001039482,0.0004273592,0.009352707,0.5291671,0.1943467],"study_design_scores_gemma":[0.0008050042,0.00008045001,0.02970732,0.0007920087,0.00003085818,0.000004812488,0.02345363,0.00001472094,0.00003244717,0.001041121,0.9437473,0.0002902705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1933581,0.0004882559,0.0001352842,0.2991513,0.02380864,0.001708045,0.00001301019,0.000303455,0.4810339],"genre_scores_gemma":[0.954528,0.00001310555,0.0007779031,0.01869632,0.00248957,0.0001030163,0.00004204862,0.00006940742,0.02328061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.76117,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378981687601931,"score_gpt":0.3903350543470532,"score_spread":0.2524368855868601,"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."}}