{"id":"W2510202138","doi":"10.1186/s12889-016-3576-x","title":"Weight-loss strategies of South African female university students and comparison of weight management-related characteristics between dieters and non-dieters","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"University of Cape Town","keywords":"Biostatistics; Medicine; Weight management; Public health; Weight loss; Epidemiology; Body weight; Environmental health; Gerontology; Demography; Obesity; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.002122124,0.0002107609,0.0008007841,0.0003147376,0.0007157149,0.00002053748,0.0003258908,0.0002150776,0.00008671523],"category_scores_gemma":[0.00007749992,0.0001689393,0.0000465289,0.0003052956,0.0003301071,0.0005995188,0.0003783806,0.0003935124,0.00002266987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984248,"about_ca_system_score_gemma":0.0007227221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000494781,"about_ca_topic_score_gemma":0.0003243969,"domain_scores_codex":[0.9963261,0.001103307,0.001020745,0.0003983037,0.0004065484,0.0007450296],"domain_scores_gemma":[0.9965298,0.000939985,0.001489266,0.0003475564,0.0001518574,0.0005415714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048595,0.0001540462,0.9763642,0.003579211,0.000109242,0.000002408062,0.01399518,4.379665e-8,0.00000549255,0.002207598,0.0002943776,0.003183346],"study_design_scores_gemma":[0.002292349,0.0003302744,0.9452233,0.0005917767,0.00005416287,3.494115e-7,0.04302269,0.00001154347,0.000001924309,0.00007149472,0.008256651,0.0001434802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913077,0.000113841,0.001026052,0.004062407,0.0002424154,0.0009268952,0.0002168527,0.0000494923,0.002054348],"genre_scores_gemma":[0.9971496,0.001264453,0.0007919999,0.00009043447,0.00006251302,0.000006238463,0.00002260074,0.00001956347,0.0005926365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03114089,"threshold_uncertainty_score":0.6889145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09494837773627197,"score_gpt":0.4084265656049156,"score_spread":0.3134781878686437,"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."}}