{"id":"W4413214326","doi":"10.5737/23688076352304","title":"Oncology nursing supporting cancer survivorship from diagnosis to discharge: A case exemplar","year":2025,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hôpital Maisonneuve-Rosemont; St. Francis Xavier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Survivorship curve; Cancer survivorship; Oncology nursing; Nursing; Medicine; Oncology; Cancer; Medical education; Nurse education; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137129,0.0005257843,0.0003770923,0.0007633621,0.009397121,0.002282519,0.001486833,0.003190729,0.002853113],"category_scores_gemma":[0.007545859,0.0003202467,0.0006967344,0.0009539902,0.001962227,0.001874347,0.004093253,0.004737605,0.0006295206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464529,"about_ca_system_score_gemma":0.003768083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880808,"about_ca_topic_score_gemma":0.02062912,"domain_scores_codex":[0.9978281,0.001162247,0.00008769278,0.0001114132,0.0003215491,0.0004890686],"domain_scores_gemma":[0.9970937,0.001470328,0.000222742,0.0001150395,0.0002306918,0.0008675312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004049509,0.004558477,0.03280884,0.002046828,0.00008936536,0.3870719,0.3126941,0.002714991,0.004442666,0.02697396,0.06427895,0.1619149],"study_design_scores_gemma":[0.0001632713,0.002175888,0.01361502,0.001484447,0.00006348888,0.2460143,0.4269359,0.001726929,0.003794516,0.008707455,0.2951437,0.00017512],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484352,0.007365927,0.01189975,0.05320265,0.002505473,0.001258459,0.0001857717,0.0001469685,0.07499996],"genre_scores_gemma":[0.952515,0.009526951,0.01341742,0.006178168,0.0007146574,0.0007201687,0.0001442163,0.00008255467,0.01670089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009397121,"threshold_uncertainty_score":0.01788151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337344272192561,"score_gpt":0.396806867522523,"score_spread":0.3634334248005974,"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."}}