{"id":"W4406187874","doi":"10.1002/pon.70067","title":"Exploring Patient‐Related Contextual Factors and Personal Reflections About the Managing Cancer and Living Meaningfully (CALM) Intervention for Adults With Advanced Cancer in Metropolitan and Non‐Metropolitan Southern Alberta: A Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Cumming School of Medicine, University of Calgary; Alberta Cancer Foundation","keywords":"Referral; Intervention (counseling); Medicine; Cancer; Distress; Palliative care; Family medicine; Patient experience; Health care; Nursing; Psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.009524019,0.0003932543,0.0006722304,0.001024306,0.003501883,0.002142979,0.001334965,0.0005925331,0.00150567],"category_scores_gemma":[0.01056535,0.0003945235,0.000521636,0.001667875,0.001839639,0.0007635855,0.002303221,0.0009574249,0.00007826321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385538,"about_ca_system_score_gemma":0.02045312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2735724,"about_ca_topic_score_gemma":0.5827749,"domain_scores_codex":[0.9953275,0.002690845,0.0002894835,0.0003496637,0.0006739016,0.0006685278],"domain_scores_gemma":[0.9937675,0.003717257,0.0009540266,0.000164301,0.0006232074,0.0007737504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005354088,0.001333325,0.1773264,0.001279405,0.0001672527,0.0006276361,0.758704,0.0001707795,0.0009137783,0.0004458717,0.0009021589,0.05759401],"study_design_scores_gemma":[0.0001262595,0.001659197,0.2611648,0.0008457256,0.0001616836,0.0001791626,0.730543,0.0004503094,0.0003152439,0.0002687761,0.004231807,0.00005400526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980167,0.0004740786,0.0001955901,0.0002418686,0.000006636779,0.0004389292,0.0000931461,0.000002946309,0.0005300759],"genre_scores_gemma":[0.9961632,0.0006561553,0.001393405,0.0003236202,0.000009023073,0.0008475974,0.0001134879,0.000003044909,0.0004904147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7264276,"threshold_uncertainty_score":0.5439602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699990885618326,"score_gpt":0.4051547650488014,"score_spread":0.3581548561926182,"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."}}