{"id":"W3122701205","doi":"10.2196/25317","title":"Physical Activity, Mental Health, and Technology Preferences to Support Cancer Survivors During the COVID-19 Pandemic: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Anxiety; Mental health; Social distance; Depression (economics); Distancing; Sitting; Social support; Cross-sectional study; Pandemic; Patient Health Questionnaire; Clinical psychology; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Gerontology; Physical activity; Psychiatry; Physical therapy; Disease; Depressive symptoms","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":[],"consensus_categories":[],"category_scores_codex":[0.0001726185,0.0001943543,0.000349459,0.00009757998,0.0003792387,0.00006203038,0.0001266839,0.00009341563,0.0004982971],"category_scores_gemma":[0.00003793933,0.0001443768,0.00006616126,0.000579897,0.0001660913,0.00007966127,0.0002123141,0.0003753793,0.000006057151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007734524,"about_ca_system_score_gemma":0.001578403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01617301,"about_ca_topic_score_gemma":0.2474337,"domain_scores_codex":[0.9983497,0.00008833688,0.0001840263,0.0005671575,0.0004456727,0.0003650676],"domain_scores_gemma":[0.999067,0.00005658349,0.00008489233,0.0003014451,0.0001342307,0.0003558382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003570929,0.0002686489,0.9826977,0.0001645746,0.0001112932,0.00001663896,0.006610935,0.000009450257,0.001455486,0.00001249817,0.0005897913,0.007705914],"study_design_scores_gemma":[0.001477342,0.0004884037,0.9537889,0.00003369957,0.00002301518,0.0001191119,0.00436476,0.000007553704,0.000747118,0.00003861859,0.03870988,0.0002015421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872239,0.0007982242,0.000003227782,0.009804397,0.0007219543,0.001006907,0.0002056244,0.0001126336,0.0001231813],"genre_scores_gemma":[0.9930122,0.0003606095,0.00000220075,0.002005191,0.0004586831,0.001381456,0.00001354144,0.00002307072,0.002743047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312607,"threshold_uncertainty_score":0.9903784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922329306523385,"score_gpt":0.4299860372853661,"score_spread":0.3607627442201322,"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."}}