{"id":"W4391434845","doi":"10.2196/47850","title":"User Requirements in Developing a Novel Dietary Assessment Tool for Children: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Formative assessment; Overweight; Psychological intervention; Childhood obesity; Applied psychology; Psychology; Exploratory research; Quality (philosophy); Medical education; Medicine; Computer science; Obesity; Human–computer interaction; Nursing","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":[0.07994722,0.0008984109,0.001262804,0.002102455,0.00219444,0.003900215,0.001596066,0.001309185,0.001661544],"category_scores_gemma":[0.07271554,0.0009782978,0.001758637,0.001398767,0.0015453,0.002486143,0.003244475,0.001261641,0.0003366022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002954364,"about_ca_system_score_gemma":0.004031456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920879,"about_ca_topic_score_gemma":0.00454183,"domain_scores_codex":[0.9585419,0.02929716,0.004509967,0.001915313,0.004129966,0.001605715],"domain_scores_gemma":[0.9355432,0.05005249,0.003670487,0.002272292,0.007583965,0.0008775857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001117723,0.003454614,0.1650552,0.005528573,0.0003016605,0.00133738,0.7159387,0.0002817112,0.004365796,0.0008657105,0.0008151793,0.1009377],"study_design_scores_gemma":[0.0006377024,0.02055948,0.2036818,0.003814641,0.0006612962,0.002305923,0.7375511,0.002475081,0.006642072,0.001199682,0.02020058,0.0002706432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852555,0.000494828,0.006246237,0.0001982364,0.00001917763,0.006307326,0.0001996197,0.00002456153,0.001254582],"genre_scores_gemma":[0.9290662,0.0009144507,0.04622421,0.0004449478,0.00002339032,0.02213888,0.0002721131,0.00004048089,0.000875433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07994722,"threshold_uncertainty_score":0.4228064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453514799288134,"score_gpt":0.5359442194989362,"score_spread":0.3905927395701228,"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."}}