{"id":"W2185837240","doi":"10.3238/arztebl.2014.0818","title":"Weight Loss in Children and Adolescents","year":2014,"lang":"de","type":"review","venue":"Deutsches Ärzteblatt international","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Weight loss; Overweight; Randomized controlled trial; MEDLINE; Clinical trial; Systematic review; Dropout (neural networks); Body mass index; Obesity; Pediatrics; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005973554,0.001040503,0.002426994,0.0006704657,0.00008679586,0.0001332821,0.0009001658,0.0007065585,0.0005754011],"category_scores_gemma":[0.0002991401,0.0009512722,0.0006158842,0.0003683428,0.0003945165,0.0002949291,0.0008407804,0.00186418,0.00330598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153205,"about_ca_system_score_gemma":0.0002098385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252985,"about_ca_topic_score_gemma":0.00003049071,"domain_scores_codex":[0.9950555,0.000348486,0.001243958,0.001376659,0.00121312,0.0007623089],"domain_scores_gemma":[0.9976652,0.0003048529,0.0006734293,0.0006745838,0.0002186233,0.0004633284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000523399,0.005077539,0.9118838,0.003444421,0.001483691,0.00008178427,0.00005675277,0.000001203676,0.000001645892,0.002747153,0.0009905256,0.07417919],"study_design_scores_gemma":[0.002182588,0.0001349945,0.7109156,0.01636467,0.0009952628,0.0001336402,0.00000278237,0.000205724,0.00001322804,0.0004659901,0.2678051,0.0007804177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2361377,0.7508853,0.00005625776,0.001098679,0.004172732,0.002715984,0.0007973639,0.0001578693,0.003978073],"genre_scores_gemma":[0.5170379,0.4768909,0.00007295529,0.0003265,0.003763075,0.00005354375,0.001210424,0.0001168221,0.0005278967],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2809002,"threshold_uncertainty_score":0.9992938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505685584405024,"score_gpt":0.2964378065974634,"score_spread":0.2813809507534132,"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."}}