{"id":"W2991203592","doi":"10.1111/obr.12887","title":"Future directions to prevent obesity within the context of the Global Syndemic","year":2019,"lang":"en","type":"article","venue":"Obesity Reviews","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syndemic; Context (archaeology); Obesity; Environmental health; Geography; Medicine; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002035244,0.0001681111,0.0005011467,0.00002381596,0.0002667288,0.0000427778,0.0006458716,0.00009165043,0.0001581896],"category_scores_gemma":[0.0005831005,0.00008466873,0.0002362281,0.000706822,0.00005647812,0.0001865928,0.0003950208,0.0002041108,0.001228674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009380058,"about_ca_system_score_gemma":0.00004593521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481375,"about_ca_topic_score_gemma":0.002294768,"domain_scores_codex":[0.9985092,0.0001866056,0.0005784665,0.0002405884,0.0001605721,0.0003245489],"domain_scores_gemma":[0.9986467,0.00005283015,0.0004923285,0.0006682712,0.0001098553,0.00003005104],"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":[0.000008570845,0.0001592495,0.2624493,0.000654723,0.00002631933,1.994597e-7,0.0001035738,0.00005331484,0.000009045576,0.1426752,0.5867496,0.00711087],"study_design_scores_gemma":[0.00006519183,0.000007190042,0.1038895,0.000107242,0.00003217975,0.000002567097,0.0001608958,0.0000965351,0.000001135144,0.0009052107,0.8946481,0.00008423609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604993,0.007493508,0.00002586524,0.09838261,0.003913269,0.002998902,0.00001861528,0.00006494705,0.02660303],"genre_scores_gemma":[0.8291401,0.001982061,0.00008647529,0.1651864,0.00217158,0.00009105918,0.000009416543,0.00001741846,0.001315486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3078985,"threshold_uncertainty_score":0.999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598118241986349,"score_gpt":0.2957130646713274,"score_spread":0.2697318822514639,"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."}}