{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152104,0.0001944357,0.0002378152,0.0006189494,0.0007593601,0.0006931535,0.000301758,0.0006170598,0.001433918],"category_scores_gemma":[0.002018791,0.0003577256,0.000368736,0.0006396314,0.0002795879,0.0006606096,0.0007190148,0.0008278511,0.0003141833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078364,"about_ca_system_score_gemma":0.0003996735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006871483,"about_ca_topic_score_gemma":0.01290783,"domain_scores_codex":[0.9995269,0.0001398637,0.00006151789,0.00009134792,0.00008938755,0.00009109737],"domain_scores_gemma":[0.9988231,0.0001862054,0.0004260062,0.00006626707,0.0001869057,0.0003114149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002465742,0.0001157619,0.9987468,0.000009500645,0.00001944524,0.00002076969,0.0004223653,0.000007375994,0.00007870932,0.000004247011,0.00006707173,0.0004832712],"study_design_scores_gemma":[0.000003588218,0.0001756885,0.9980072,0.000007028439,0.00001132017,0.00008885172,0.00147256,0.00005070771,0.00002362226,0.000003917115,0.0001529473,0.000002517808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992349,0.00006193246,0.00004712247,0.00002858493,0.000003519662,0.00004547096,0.0003107551,0.000001396022,0.0002663838],"genre_scores_gemma":[0.9991755,0.00006542724,0.0000959147,0.00007909601,0.000006383008,0.00006460142,0.0003196501,0.000001271061,0.0001921427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006871483,"threshold_uncertainty_score":0.01366299,"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."}}