{"id":"W2969224293","doi":"10.1002/oby.22567","title":"Effectiveness of a Community‐Based Weight Management Program for Patients Taking Antidepressants and/or Antipsychotics","year":2019,"lang":"en","type":"article","venue":"Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Maple Leaf Medical Clinic; University of Toronto; York University","funders":"","keywords":"Medicine; Weight gain; Weight loss; Psychiatry; Weight management; Body weight; Depression (economics); Intervention (counseling); Antipsychotic; Schizophrenia (object-oriented programming); Obesity; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005731065,0.0001101955,0.0003490468,0.00008250904,0.00007999579,0.000008139915,0.00007458705,0.00006319135,0.00001974792],"category_scores_gemma":[0.0000674882,0.00008320728,0.00008387353,0.0001484315,0.00003515967,0.00004729434,0.00005058144,0.0001128156,0.000003047808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000174156,"about_ca_system_score_gemma":0.00001527896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441802,"about_ca_topic_score_gemma":0.000001107031,"domain_scores_codex":[0.9992229,0.0001699888,0.0001727281,0.0001260152,0.000143467,0.000164844],"domain_scores_gemma":[0.9987828,0.000641818,0.0001232311,0.0003141576,0.00008694754,0.00005110394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001946715,0.001666771,0.9792384,0.004247522,0.0001030368,0.000003123308,0.00004536946,0.000001131422,0.00007022004,0.0001376754,0.00005669387,0.01248333],"study_design_scores_gemma":[0.004489356,0.0005997107,0.9916669,0.0004059167,0.000152143,0.000001333748,0.0000246813,0.0001233943,0.001758,0.00006411222,0.0006237261,0.00009077449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968519,0.00002443056,0.0003079315,0.00001663794,0.000265024,0.001904404,0.00001186996,0.00004344093,0.0005743408],"genre_scores_gemma":[0.9974006,0.0000167901,0.002333477,0.00007531446,0.00001176554,0.00003221462,0.00004376111,0.00001313213,0.00007298021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01242844,"threshold_uncertainty_score":0.3393094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261857406817121,"score_gpt":0.3071845250813094,"score_spread":0.2845659510131383,"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."}}