{"id":"W3177323813","doi":"10.2196/30525","title":"Ecological Momentary Assessment of Weight-Related Behaviors in the Home Environment of Children From Low-Income and Racially and Ethnically Diverse Households: Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Somali; Context (archaeology); Psychology; Ethnic group; Gerontology; Environmental health; Medicine; Geography; 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":[0.0114276,0.0008101735,0.001103898,0.001255193,0.0005074312,0.001214893,0.0008076317,0.0005415662,0.001325036],"category_scores_gemma":[0.01648377,0.0005641693,0.001881987,0.0008575835,0.0004135638,0.0009389261,0.001621667,0.0006280276,0.0003650413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595578,"about_ca_system_score_gemma":0.001186009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622557,"about_ca_topic_score_gemma":0.006246727,"domain_scores_codex":[0.9952013,0.002748233,0.0005495111,0.0005172274,0.0007063524,0.0002773114],"domain_scores_gemma":[0.991249,0.004780036,0.000591845,0.0006571945,0.002318528,0.0004033592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001884548,0.007255708,0.5366668,0.004557469,0.001087621,0.0008297464,0.02882373,0.001435119,0.009735583,0.0002858947,0.004822268,0.4026155],"study_design_scores_gemma":[0.0005634682,0.01001275,0.9446579,0.001027538,0.0009224492,0.001052186,0.01786901,0.005144133,0.004416955,0.0003943641,0.01373003,0.0002092519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9784003,0.0004836197,0.01070682,0.0001940501,0.00005466711,0.006560539,0.001224028,0.0003610828,0.002014719],"genre_scores_gemma":[0.9079255,0.001210934,0.07126918,0.0003000776,0.00005148102,0.01629021,0.001623061,0.00008221687,0.00124725],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0114276,"threshold_uncertainty_score":0.06043565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09458290624608655,"score_gpt":0.4469876976265331,"score_spread":0.3524047913804465,"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."}}