{"id":"W2794183600","doi":"10.1007/s00431-018-3115-0","title":"Building a response criterion for pediatric multidisciplinary obesity intervention success based on combined benefits","year":2018,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Fundação Araucária; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundacion Araucaria","keywords":"Medicine; Multidisciplinary approach; Intervention (counseling); Childhood obesity; Obesity; Intensive care medicine; Physical therapy; Nursing; Internal medicine; Overweight","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":[0.003220312,0.0002488613,0.0004478199,0.000631111,0.000209251,0.00006245143,0.0003033942,0.00005663353,0.00002740023],"category_scores_gemma":[0.001592986,0.000218489,0.0004507739,0.0005378776,0.00006576408,0.0002642071,0.0001451524,0.0004428653,0.00004040541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571379,"about_ca_system_score_gemma":0.000107218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001619343,"about_ca_topic_score_gemma":8.968092e-7,"domain_scores_codex":[0.997322,0.0007468376,0.000724348,0.0002924846,0.0005846274,0.0003297485],"domain_scores_gemma":[0.9969937,0.0007398998,0.0007477228,0.0003047288,0.0008933732,0.0003206158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03001333,0.03309872,0.9085682,0.001747516,0.00008296869,0.0009229362,0.0005248819,0.0004467821,0.002837935,0.0002519624,0.006026901,0.01547789],"study_design_scores_gemma":[0.006613201,0.01634682,0.9725745,0.0001680292,0.0004936559,0.00003206433,0.0000204821,0.002271772,0.0009768312,0.0001030725,0.0001672938,0.0002322549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898795,0.0001136471,0.00792848,0.000528348,0.0009926031,0.0003466818,0.00002918204,0.0000458228,0.0001356734],"genre_scores_gemma":[0.9882112,0.00002945494,0.006369262,0.0001210276,0.005131435,0.000001897792,0.000007295597,0.00007069993,0.00005776985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06400634,"threshold_uncertainty_score":0.8909723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547738158378544,"score_gpt":0.3096419286742396,"score_spread":0.2841645470904542,"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."}}