{"id":"W4247136818","doi":"10.1017/s0029665100590272","title":"Weight loss, stress responses and depression in obese patients: usefulness of an online questionnaire for assessment and management of psychological and behavioural factors","year":2008,"lang":"en","type":"article","venue":"Proceedings of The Nutrition Society","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Content (measure theory); Psychology; Weight management; Stress management; Action (physics); Weight loss; Clinical psychology; Medicine; Obesity; 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":[0.0001357637,0.0001038358,0.0001928839,0.00003538656,0.00008582489,0.000005898145,0.00008788637,0.0001119431,0.000003110389],"category_scores_gemma":[0.00001221862,0.00007477715,0.00005710827,0.0001047399,0.000285659,0.0001187875,0.00006204834,0.00009248476,6.235078e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001500404,"about_ca_system_score_gemma":0.000002925077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000376321,"about_ca_topic_score_gemma":0.000003971066,"domain_scores_codex":[0.999226,0.00001988967,0.0002768521,0.0002273045,0.0001434678,0.0001064727],"domain_scores_gemma":[0.9994814,0.0000331287,0.0002249376,0.00006495289,0.0001633447,0.00003222238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001817472,0.002907774,0.9926414,0.0004481441,0.00001456346,1.997133e-7,0.001785171,5.670145e-8,0.0008491073,0.0001415007,0.0001233135,0.0009069818],"study_design_scores_gemma":[0.002576249,0.0003610282,0.9899627,0.0005370554,0.00004548907,0.000002815809,0.004672768,0.00001128838,0.001419651,0.0003309563,0.000002735577,0.00007726253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989767,0.0002674459,0.000005327045,0.00006282147,0.00005065085,0.0005088033,0.0001111913,0.000009353498,0.000007686886],"genre_scores_gemma":[0.9972233,0.0005636747,0.002092792,0.00001149053,0.000008372695,0.00006373375,0.00001708547,0.000008291753,0.00001128523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887597,"threshold_uncertainty_score":0.3049324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07521037029451198,"score_gpt":0.3605162998327449,"score_spread":0.2853059295382329,"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."}}