{"id":"W4409396305","doi":"10.59247/jahir.v1i3.39","title":"Understanding the Perception of Adolescent Challenges in Body Mass Index Reduction: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Health Informatics Research","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Body mass index; Perception; Psychology; Index (typography); Reduction (mathematics); Developmental psychology; Medicine; Computer science; Mathematics; Internal medicine; Neuroscience; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01174739,0.0001027089,0.0002872018,0.0009677737,0.0001632091,0.00004136699,0.0002281875,0.00007516512,0.00003616969],"category_scores_gemma":[0.0002385089,0.00007171441,0.00006250328,0.0007570871,0.0001181752,0.0004449709,0.00003590018,0.001403023,0.00001220793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062623,"about_ca_system_score_gemma":0.0003993824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001754992,"about_ca_topic_score_gemma":0.00002210131,"domain_scores_codex":[0.9957928,0.001247263,0.001463464,0.0001001335,0.001011197,0.0003851328],"domain_scores_gemma":[0.9981457,0.0006155231,0.0004831856,0.0002150684,0.0004326862,0.0001078555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005501017,0.0006505928,0.0002691802,0.0008717332,0.00008364677,0.000007996399,0.9498022,0.001152438,0.00006748517,0.005946855,0.001151113,0.0394467],"study_design_scores_gemma":[0.001191647,0.001793322,0.02087229,0.0006836447,0.000004833184,0.00003613766,0.9703243,0.000521928,0.000003508969,0.003492238,0.001017799,0.00005839083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455316,0.004946262,0.02341011,0.01692926,0.002266946,0.002592083,0.000008779748,0.00003327201,0.004281702],"genre_scores_gemma":[0.9961178,0.003088858,0.0004914862,0.00002850915,0.0001805557,0.00001621367,0.000001397523,0.00001265492,0.0000625395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0505862,"threshold_uncertainty_score":0.6095516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5082480097275801,"score_gpt":0.5662625894401611,"score_spread":0.05801457971258095,"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."}}