{"id":"W4251199713","doi":"10.4095/301104","title":"Health Behaviours: Population Who Were Overweight, 1996 to 1997","year":2010,"lang":"en","type":"report","venue":"","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Geography; Population; Psychology; Demography; Environmental health; Medicine; Obesity; Sociology; Internal medicine","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003743032,0.0006715796,0.001898297,0.0004818912,0.002493106,0.00002046548,0.0003587618,0.001678793,0.00254601],"category_scores_gemma":[0.001133426,0.0005497511,0.0002446269,0.0003581861,0.00004277005,0.0001169294,0.0003859552,0.00440228,0.001734469],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765481,"about_ca_system_score_gemma":0.009125983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2542581,"about_ca_topic_score_gemma":0.2218853,"domain_scores_codex":[0.9923403,0.000696637,0.002379424,0.0009982565,0.001594388,0.001990983],"domain_scores_gemma":[0.9951212,0.0004785503,0.001269587,0.001119717,0.0007802477,0.001230736],"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":[0.00001750868,0.00005271681,0.1570895,0.001289875,0.00002771309,0.000006792968,0.0008977342,1.182558e-7,1.846418e-7,0.0005330177,0.8266503,0.01343451],"study_design_scores_gemma":[0.0002259922,0.0001545446,0.2878883,0.001212563,0.00003204055,0.000005657381,0.0002985272,0.000001192632,1.683906e-7,0.00007422987,0.7097413,0.0003654237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03244849,0.005251779,0.000227574,0.09281193,0.05167657,0.01520963,0.004704062,0.001785646,0.7958843],"genre_scores_gemma":[0.05439017,0.01088468,0.004483269,0.06411997,0.037342,0.002575882,0.01105139,0.0007462666,0.8144064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1307988,"threshold_uncertainty_score":0.9996954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203021026952377,"score_gpt":0.5135364458379794,"score_spread":0.3932343431427417,"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."}}