{"id":"W2556796765","doi":"10.12968/indn.2016.18.33","title":"Understanding teenage obesity","year":2016,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Obesity; Family medicine; Endocrinology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001390428,0.0001616062,0.0002365327,0.0001361246,0.001352241,0.00001298258,0.0002609916,0.0003342152,0.008101174],"category_scores_gemma":[0.0002791399,0.0001069187,0.00006363115,0.0001395696,0.0000852845,0.0005657108,0.00008684422,0.0006607372,0.01206489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007894033,"about_ca_system_score_gemma":0.0002971307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274398,"about_ca_topic_score_gemma":0.001261442,"domain_scores_codex":[0.9973826,0.0006316337,0.0004505205,0.0003427086,0.0004373191,0.0007552439],"domain_scores_gemma":[0.9976679,0.001265451,0.0003055148,0.0004093259,0.00007775524,0.0002740321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002995961,0.0004532031,0.7170414,0.0004576326,0.00006906249,0.0001117879,0.005181663,8.588044e-7,0.001193167,0.1565764,0.1151423,0.00347288],"study_design_scores_gemma":[0.006617502,0.0002936688,0.4790139,0.002196323,0.0001167428,0.00001827556,0.02441568,0.00002460259,0.0002860012,0.04522044,0.4409401,0.000856768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5528496,0.0002463372,0.01927969,0.02592801,0.005487325,0.001648704,0.00005432175,0.000643064,0.3938629],"genre_scores_gemma":[0.9670564,0.0002076736,0.0001229582,0.001453263,0.000533764,0.00004178271,0.000002376362,0.00002623387,0.03055558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142067,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095525582528036,"score_gpt":0.4495139408683441,"score_spread":0.2399613826155405,"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."}}