{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00234317,0.0001824689,0.0003434047,0.0009049131,0.0005229347,0.0006657867,0.0003995977,0.0005770515,0.001730871],"category_scores_gemma":[0.004931118,0.0004066741,0.0005051859,0.001104769,0.0002598114,0.0007450684,0.0006604607,0.0008488031,0.0003788706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479621,"about_ca_system_score_gemma":0.0004445178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005796808,"about_ca_topic_score_gemma":0.006641289,"domain_scores_codex":[0.9987847,0.0004738072,0.0001878071,0.0001631873,0.0002565797,0.0001339242],"domain_scores_gemma":[0.9957005,0.001359628,0.001628883,0.0001786564,0.0005578561,0.0005743759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003457391,0.0001175147,0.9986899,0.00001632554,0.00003533314,0.00001166604,0.0002490609,0.00001162411,0.0000611458,0.000004623795,0.00008681005,0.000681362],"study_design_scores_gemma":[0.000006038978,0.0002208902,0.9985067,0.00001134855,0.00002621027,0.00007170447,0.0008098976,0.0001248603,0.00004338707,0.000005188922,0.0001702229,0.00000354938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991315,0.00008061036,0.00006474773,0.0000419029,0.000003025228,0.00003873153,0.000426996,0.000002956829,0.0002095233],"genre_scores_gemma":[0.9990234,0.00009526294,0.0001498149,0.00006699689,0.000005576617,0.00008045955,0.0004467783,0.000002160246,0.0001295876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005796808,"threshold_uncertainty_score":0.01239198,"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."}}