{"id":"W2346464069","doi":"10.2196/cancer.5305","title":"Pilot and Feasibility Test of a Mobile Health-Supported Behavioral Counseling Intervention for Weight Management Among Breast Cancer Survivors","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Psychological intervention; mHealth; Intervention (counseling); Medicine; Weight management; Breast cancer; Cancer; Physical therapy; Health intervention; Test (biology); Weight loss; Nursing; Obesity","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":[0.00375664,0.000970026,0.0007942829,0.0005861483,0.001084064,0.0004705375,0.001138639,0.001356829,0.004942369],"category_scores_gemma":[0.003713352,0.0007155859,0.0008890497,0.0002372108,0.0007436154,0.0005595088,0.000854872,0.001423767,0.0008917298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005432586,"about_ca_system_score_gemma":0.002436457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379122,"about_ca_topic_score_gemma":0.002944229,"domain_scores_codex":[0.9985482,0.0006662058,0.0001196675,0.0001839651,0.0002134797,0.0002685735],"domain_scores_gemma":[0.997879,0.0008945001,0.000133513,0.000150067,0.0003621611,0.0005808313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0525231,0.7219893,0.0169,0.001448348,0.0002889302,0.0004232982,0.004625669,0.001032031,0.02463815,0.0001819753,0.001658987,0.1742903],"study_design_scores_gemma":[0.03212668,0.9042729,0.05515007,0.00009251962,0.0001793555,0.00007111072,0.0008884387,0.000846267,0.004491373,0.00009744454,0.001753528,0.00003019546],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733371,0.00003958513,0.0007935864,0.0001735353,0.00007141092,0.02426814,0.000217321,0.00008211606,0.001017387],"genre_scores_gemma":[0.9215431,0.0002030894,0.01184484,0.0004850185,0.000125484,0.06269047,0.0004732069,0.00002119882,0.002613663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942369,"threshold_uncertainty_score":0.01986724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438144121577644,"score_gpt":0.3658710615074217,"score_spread":0.3314896202916452,"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."}}