{"id":"W4237627441","doi":"10.1002/3527602496.ch1","title":"Background","year":2004,"lang":"en","type":"other","venue":"","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Medicine; Overweight; Environmental health; Disease; Population; Diabetes mellitus; Gerontology; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012598,0.0003788112,0.0002701475,0.0006919334,0.0008633849,0.001700659,0.0008671581,0.001233313,0.1743206],"category_scores_gemma":[0.004159448,0.0001214623,0.0003058285,0.001190386,0.0002881215,0.001244284,0.001306503,0.001142231,0.03298578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111645,"about_ca_system_score_gemma":0.002650535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008159255,"about_ca_topic_score_gemma":0.01075151,"domain_scores_codex":[0.9991292,0.0001907382,0.00006746643,0.000116391,0.0003136701,0.0001825358],"domain_scores_gemma":[0.998107,0.0002895677,0.0001609561,0.0001052003,0.0008595759,0.0004776838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009262653,0.00008572871,0.007464,0.0004362091,0.000007276912,0.0003132305,0.0003833515,0.000054178,0.0001150347,0.01677272,0.8104481,0.1638274],"study_design_scores_gemma":[0.00001292676,0.00002150384,0.008888922,0.0005410126,0.000006137413,0.0004262618,0.0004404343,0.00002015263,0.0000476401,0.00170144,0.987889,0.000004637174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008229204,0.01269685,0.001814395,0.08647752,0.01098477,0.000400627,0.01859831,0.0002730555,0.8605253],"genre_scores_gemma":[0.07226468,0.02100606,0.005333522,0.07440439,0.005748282,0.000998825,0.01846086,0.0002130251,0.8015704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8256794,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327169404522438,"score_gpt":0.2905713167553713,"score_spread":0.267299622710147,"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."}}