{"id":"W4200267972","doi":"10.2196/33322","title":"Designing an Adaptive Adolescent Physical Activity and Nutrition Intervention for COVID-19–Related Health Challenges: Formative Research Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of the Assistant Secretary for Health; U.S. Department of Health and Human Services","keywords":"Focus group; Formative assessment; Psychological intervention; Intervention (counseling); Incentive; Psychology; Pandemic; Qualitative research; Consumption (sociology); Medical education; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Pedagogy; Business; Sociology","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":[0.04730272,0.001687019,0.001396563,0.001439493,0.00299733,0.002772431,0.003458353,0.001811143,0.004316536],"category_scores_gemma":[0.0551216,0.001244334,0.002036242,0.0009741111,0.002146818,0.002562142,0.003663651,0.002802611,0.0006996521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003749739,"about_ca_system_score_gemma":0.01464715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033298,"about_ca_topic_score_gemma":0.004912394,"domain_scores_codex":[0.9801006,0.01316884,0.001443813,0.001957798,0.001874315,0.001454638],"domain_scores_gemma":[0.9732605,0.01605828,0.001527254,0.002852245,0.005054874,0.001246834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004194695,0.1264891,0.02827889,0.01460829,0.0009430114,0.001136743,0.2160912,0.004349145,0.01091965,0.006617666,0.008385702,0.5779859],"study_design_scores_gemma":[0.03580154,0.2267603,0.1023641,0.02753752,0.004287708,0.001402699,0.3124841,0.01517875,0.05340943,0.02098711,0.1990317,0.0007550066],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7880383,0.000910648,0.05250485,0.001680033,0.00071132,0.145165,0.0007738268,0.00029352,0.009922596],"genre_scores_gemma":[0.5091743,0.002003849,0.2517581,0.002213681,0.0002608259,0.2297207,0.0006388556,0.0001113119,0.004118237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04730272,"threshold_uncertainty_score":0.2501637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4474693208517159,"score_gpt":0.6104472123367679,"score_spread":0.162977891485052,"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."}}