{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008524136,0.0002873359,0.0004616975,0.0008854533,0.0008628891,0.0007250819,0.0008150668,0.0002442035,0.000144428],"category_scores_gemma":[0.0006277355,0.0002027007,0.0003445327,0.003799499,0.0007237624,0.0001076642,0.0005822519,0.001395431,0.0001606988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731315,"about_ca_system_score_gemma":0.0007847773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006004912,"about_ca_topic_score_gemma":0.02425862,"domain_scores_codex":[0.9937724,0.0002227034,0.0005749155,0.0009541493,0.002004411,0.002471352],"domain_scores_gemma":[0.9959221,0.000779361,0.00005098611,0.0009469807,0.001777177,0.000523434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002587473,0.0007254176,0.005693839,0.0008800295,0.0002024221,0.000009774767,0.001545714,7.10813e-7,0.0004261737,0.007075817,0.01580606,0.9650466],"study_design_scores_gemma":[0.003062568,0.001728133,0.002324628,0.0003861653,0.00006476009,0.000006761621,0.01306526,0.00006093258,0.003443516,0.005331595,0.9702496,0.0002761064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6649016,0.004046508,0.007293698,0.06557815,0.003465479,0.06589632,0.0006920738,0.001216728,0.1869094],"genre_scores_gemma":[0.9573074,0.00007533366,0.000132318,0.0002313759,0.0004388987,0.018883,0.0002146652,0.00007713406,0.02263988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647704,"threshold_uncertainty_score":0.9935461,"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."}}