{"id":"W2317857166","doi":"10.1016/j.jcjd.2013.03.272","title":"Exploring the Heterogeneity of Factors Associated with Weight Management in Young Adults","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Likert scale; Psychological intervention; Operationalization; Demographics; Categorical variable; Weight management; Medicine; Scale (ratio); Demography; Clinical psychology; Psychology; Weight loss; Statistics; Developmental psychology; Obesity; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003467354,0.0002286832,0.000622315,0.002064512,0.001250199,0.001482142,0.0006939826,0.0006947526,0.001518682],"category_scores_gemma":[0.01484362,0.000357811,0.00141304,0.002972978,0.0005772906,0.0007609185,0.001227247,0.0007686921,0.0001114061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268661,"about_ca_system_score_gemma":0.002052943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1097356,"about_ca_topic_score_gemma":0.1669797,"domain_scores_codex":[0.9964846,0.001079396,0.0006316626,0.0005083703,0.0007598308,0.0005361988],"domain_scores_gemma":[0.992762,0.003164176,0.002000413,0.000469619,0.0007838857,0.0008198217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000258819,0.00001393296,0.9982338,0.00000700596,0.00009334387,0.00001956698,0.0003574046,0.00001301198,0.00003776843,0.00002693788,0.00003658063,0.001134885],"study_design_scores_gemma":[0.000003268279,0.00003887096,0.9979467,0.00001362553,0.00004669169,0.00005841853,0.001616006,0.0001185258,0.00001623501,0.00004280603,0.0000953253,0.000003646825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983103,0.0006072044,0.0001572077,0.0001563049,0.00001508238,0.00001519222,0.0001888042,0.000001711219,0.0005481124],"genre_scores_gemma":[0.9995327,0.000118043,0.0000871969,0.00004063623,0.000009066105,0.00000726682,0.0001269993,0.000001656696,0.00007635566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097356,"threshold_uncertainty_score":0.2181937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002326489474237,"score_gpt":0.3315281712039673,"score_spread":0.2312955222565436,"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."}}