{"id":"W2971313112","doi":"10.1038/s41746-019-0163-4","title":"Developing a digital intervention for cancer survivors: an evidence-, theory- and person-based approach","year":2019,"lang":"en","type":"article","venue":"npj Digital Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":61,"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; Intervention mapping; Focus group; Psychology; Theory of planned behavior; Theory of change; Cancer survivor; Medicine; Applied psychology; Medical education; Nursing; Cancer; Computer science; Health promotion; Public health; Sociology","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":[0.0004916448,0.0002495094,0.0004662824,0.0001544467,0.00005285372,0.0001173,0.0001188237,0.0001041873,0.0001219203],"category_scores_gemma":[0.0005289213,0.0001868828,0.0001192372,0.0002307777,0.0001676844,0.0007402698,0.00002910643,0.0001472477,0.000008582876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727576,"about_ca_system_score_gemma":0.0001636047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317679,"about_ca_topic_score_gemma":0.0002514008,"domain_scores_codex":[0.9984848,0.00003565273,0.0002903487,0.0004998441,0.0003745836,0.00031479],"domain_scores_gemma":[0.9987145,0.0004368247,0.0001076063,0.0002957673,0.0002218743,0.000223401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006265241,0.0004387301,0.2553802,0.005455272,0.0003575307,0.00001933515,0.0105368,0.0000169938,0.0006958023,0.0103876,0.0005757885,0.7098708],"study_design_scores_gemma":[0.0828086,0.04628108,0.2321064,0.0777075,0.002977117,0.0007024686,0.3050397,0.02694446,0.004030364,0.01704317,0.1968356,0.00752345],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591169,0.003055929,0.0280202,0.00202127,0.0006866668,0.001277266,0.00009231184,0.0001337375,0.005595763],"genre_scores_gemma":[0.9962087,0.00003113818,0.0001250045,0.0007133889,0.0004470824,0.0001534453,0.0002751703,0.00004626666,0.001999809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7023473,"threshold_uncertainty_score":0.762086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973935156910082,"score_gpt":0.3326194398178664,"score_spread":0.2728800882487656,"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."}}