{"id":"W6996556894","doi":"","title":"Smartphones for Smart Eating: Evaluating the Effectiveness of Smartphone Applications on Improving Adolescent Food Knowledge","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smartphone application; Literacy; Healthy eating; Healthy food; Behavior change; Health literacy; Food choice; Health behavior","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004464305,0.0007801043,0.001579805,0.0008364235,0.0006974563,0.001107558,0.0007188894,0.001064512,0.004326068],"category_scores_gemma":[0.01465058,0.0004167834,0.003588472,0.0007036274,0.0005377631,0.001067536,0.0007690441,0.001326437,0.0004011226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505313,"about_ca_system_score_gemma":0.005679209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02782002,"about_ca_topic_score_gemma":0.04165838,"domain_scores_codex":[0.9972901,0.001131522,0.0004923006,0.0002170197,0.0006100685,0.0002589074],"domain_scores_gemma":[0.9940844,0.00347205,0.0009146207,0.0001694549,0.0007839017,0.0005755856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1088214,0.08901835,0.03284559,0.04756519,0.008876582,0.0001940799,0.004069334,0.001215331,0.003737567,0.0007815874,0.004241787,0.6986333],"study_design_scores_gemma":[0.1069366,0.5861245,0.2223961,0.01874551,0.03288199,0.0001953513,0.003845168,0.004184765,0.007202966,0.0006460081,0.01658137,0.0002597578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977134,0.007478379,0.0003624446,0.0008228657,0.000238645,0.008857395,0.001251986,0.00005606725,0.003798031],"genre_scores_gemma":[0.9635837,0.01584277,0.004965906,0.0005784115,0.0001670501,0.01223247,0.000666777,0.00001670213,0.001946209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02782002,"threshold_uncertainty_score":0.05531621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264230990860962,"score_gpt":0.3710054569150093,"score_spread":0.2445823578289131,"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."}}