{"id":"W4406163846","doi":"10.1097/ncc.0000000000001449","title":"Returning to Work After Cancer Treatment: An Exploratory Sequential Mixed-Methods Study Guided by Transitions Theory","year":2025,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College; Kingston General Hospital","funders":"","keywords":"Psychological intervention; Medicine; Grounded theory; Breast cancer; Qualitative research; Work (physics); Clinical psychology; Psychology; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02498878,0.0008995029,0.001328068,0.002345341,0.003104174,0.001907727,0.00176306,0.001283779,0.002615046],"category_scores_gemma":[0.02141198,0.001006992,0.001438898,0.002225505,0.001448637,0.001675689,0.002105916,0.001154169,0.0003608141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125858,"about_ca_system_score_gemma":0.005776562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533879,"about_ca_topic_score_gemma":0.008227459,"domain_scores_codex":[0.9864421,0.01060819,0.0006265359,0.0008518543,0.0007838008,0.000687523],"domain_scores_gemma":[0.9828802,0.01260073,0.001715137,0.00077046,0.001529699,0.0005037221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00463526,0.02182472,0.1456635,0.00712379,0.0006269961,0.004081379,0.5313942,0.002912844,0.00838955,0.006223764,0.002992444,0.2641315],"study_design_scores_gemma":[0.003472725,0.05078533,0.2159973,0.003882136,0.001088966,0.001602042,0.6652745,0.01517268,0.00706789,0.0118002,0.02349547,0.0003607449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571475,0.0005682932,0.01787979,0.0003266721,0.00003341127,0.02233594,0.0003904783,0.00003934191,0.001278529],"genre_scores_gemma":[0.8272884,0.0008138633,0.08955422,0.0007654406,0.00004460375,0.07925969,0.000569976,0.00003599179,0.001667759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498878,"threshold_uncertainty_score":0.1321549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508983940527298,"score_gpt":0.4186380944415365,"score_spread":0.3835482550362635,"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."}}