{"id":"W7134818711","doi":"10.3310/pplhg1141","title":"Digital intervention to support cancer survivors: the CLASP research programme","year":2025,"lang":"en","type":"article","venue":"Programme Grants for Applied Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Programme Grants for Applied Research; National Institute for Health Research Southampton Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Intervention (counseling); Psychological intervention; Quality of life (healthcare); Qualitative research; Digital health; Bespoke; Distress; Cancer; Randomized controlled trial","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":[0.01332861,0.00140905,0.001357095,0.001805077,0.00164481,0.001497,0.00211241,0.003078768,0.02377999],"category_scores_gemma":[0.01633997,0.0006651002,0.003073015,0.001583038,0.001806925,0.001397058,0.005265823,0.003288211,0.001882364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324767,"about_ca_system_score_gemma":0.02209122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007315727,"about_ca_topic_score_gemma":0.009702825,"domain_scores_codex":[0.9921961,0.005030187,0.0005563714,0.0005168811,0.0008986164,0.0008018532],"domain_scores_gemma":[0.9923956,0.003471891,0.0006788836,0.0007458307,0.0009648504,0.001742811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.051564,0.0714265,0.003065843,0.05579897,0.001394761,0.0008661279,0.007216538,0.002442671,0.003610319,0.007856596,0.0263676,0.7683901],"study_design_scores_gemma":[0.3543665,0.2975923,0.02934503,0.05708637,0.006268092,0.001025768,0.0104225,0.001809057,0.004769207,0.008901672,0.2281292,0.0002843168],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3042351,0.02434172,0.008971163,0.01144725,0.002824349,0.5960019,0.007970656,0.0005932704,0.04361459],"genre_scores_gemma":[0.225528,0.01881122,0.04978126,0.006006115,0.0008581131,0.6832624,0.002541979,0.00008785627,0.01312313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02377999,"threshold_uncertainty_score":0.07955199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826727490541602,"score_gpt":0.4743218985685307,"score_spread":0.2916491495143705,"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."}}