{"id":"W2280669783","doi":"10.2196/cancer.5247","title":"Interest in Health Behavior Intervention Delivery Modalities Among Cancer Survivors: A Cross-Sectional Study","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Center for Energy Balance in Cancer Prevention and Survivorship; University of Texas MD Anderson Cancer Center; Duncan Family Institute for Cancer Prevention and Risk Assessment","keywords":"Psychological intervention; Demographics; Intervention (counseling); Medicine; Population; Cross-sectional study; Modalities; Gerontology; Behavior change; Environmental health; Demography; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003867208,0.0002121026,0.000359618,0.0002207883,0.00007228725,0.00005031427,0.0001244238,0.0001054063,0.001405664],"category_scores_gemma":[0.00001257089,0.0001586,0.000176568,0.0002465541,0.0001293298,0.0002727296,0.00007734173,0.0002281524,0.000009264237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408817,"about_ca_system_score_gemma":0.0002781795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2594374,"about_ca_topic_score_gemma":0.7687234,"domain_scores_codex":[0.9981132,0.0001323461,0.0005923881,0.0004665519,0.0003125857,0.0003828866],"domain_scores_gemma":[0.9991501,0.00004519455,0.0001812729,0.0002750538,0.000187746,0.0001606552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000435921,0.0005416161,0.9751635,0.0001812327,0.00005531044,0.00002238718,0.002162021,0.000003540226,0.0001909863,0.00003737144,0.0001914467,0.02101471],"study_design_scores_gemma":[0.002519184,0.0004197164,0.9920415,0.000867162,0.00002035911,0.000004581203,0.0015918,0.000007539796,0.0001570482,0.00001785716,0.002168876,0.0001844182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953157,0.001237517,0.00002083289,0.0004372372,0.001402387,0.001203059,0.0001790622,0.00008200065,0.0001222278],"genre_scores_gemma":[0.9899679,0.000230279,0.000003360384,0.0002250599,0.0004698093,0.003621219,0.00001367379,0.00003918141,0.005429483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509286,"threshold_uncertainty_score":0.9995072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299962200861002,"score_gpt":0.3984473763508813,"score_spread":0.3254477543422714,"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."}}