{"id":"W2068153213","doi":"10.1188/12.onf.123","title":"Preserving Tradition and Embracing Change","year":2012,"lang":"en","type":"editorial","venue":"Oncology nursing forum","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology nursing; Psychosocial; Nursing; Haven; Health care; Nurse education; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01033649,0.0006054527,0.0006000595,0.001065916,0.006481873,0.01700797,0.001599247,0.005990006,0.0065195],"category_scores_gemma":[0.05331482,0.0003246509,0.0004816141,0.0006431524,0.01477721,0.01031222,0.005336841,0.01548026,0.002427739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363455,"about_ca_system_score_gemma":0.008689321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752246,"about_ca_topic_score_gemma":0.004313027,"domain_scores_codex":[0.9851854,0.006767851,0.0008093602,0.001132995,0.004973598,0.00113085],"domain_scores_gemma":[0.9644634,0.01883843,0.001992756,0.002464696,0.007013889,0.00522693],"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":[0.00002753054,0.00002015322,0.0001714547,0.0004880468,0.00001782935,0.0003256795,0.006268519,0.00005100996,0.0001497964,0.06156366,0.8594509,0.07146548],"study_design_scores_gemma":[0.000006096565,0.00001065976,0.0001178017,0.0004300957,0.000005569768,0.0001570796,0.001503555,0.00002805292,0.00006380618,0.01270105,0.9849668,0.000009466673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009453157,0.04552868,0.001753458,0.4507141,0.4538243,0.00002538186,0.00001252581,0.0001341431,0.04706199],"genre_scores_gemma":[0.0941015,0.05766723,0.002785771,0.326681,0.4323572,0.0001188096,0.00004156384,0.0003824889,0.08586437],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01700797,"threshold_uncertainty_score":0.05466521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965131347706532,"score_gpt":0.3632632195365312,"score_spread":0.3136119060594659,"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."}}