{"id":"W4409339480","doi":"10.1192/bjo.2025.34","title":"Latest findings challenge behavioural approaches to the management of antipsychotic-induced weight gain","year":2025,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life expectancy; Antipsychotic; Weight gain; Quality of life (healthcare); Psychiatry; Obesity; Mental illness; Schizophrenia (object-oriented programming); Medicine; Weight loss; Gerontology; Psychology; Body weight; Mental health; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007364536,0.0006810864,0.001200424,0.0006479906,0.0007181605,0.002965869,0.001929938,0.004157772,0.01123672],"category_scores_gemma":[0.01354782,0.0001987477,0.001019282,0.0004856933,0.002766881,0.002652132,0.002065596,0.008856618,0.003705851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674988,"about_ca_system_score_gemma":0.004619882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810455,"about_ca_topic_score_gemma":0.0120798,"domain_scores_codex":[0.9975152,0.001149978,0.000242289,0.0002414593,0.0006041439,0.0002467887],"domain_scores_gemma":[0.9859521,0.008429009,0.0007953016,0.0005800525,0.00290259,0.001340863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000429485,0.0004707364,0.001221846,0.005010253,0.000221141,0.0003740467,0.0007847283,0.0004029562,0.000688948,0.02686843,0.08317796,0.8803494],"study_design_scores_gemma":[0.0004331251,0.00108368,0.007165865,0.02056008,0.0003509612,0.0008528995,0.00377605,0.0006572356,0.0004236025,0.07104795,0.8935538,0.00009469452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002551901,0.4251593,0.002836531,0.5465329,0.00834864,0.00004903425,0.000140305,0.00009566187,0.01428579],"genre_scores_gemma":[0.04375736,0.7547808,0.00940566,0.1586639,0.02615277,0.0003242833,0.0003132873,0.00009086091,0.006510968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01123672,"threshold_uncertainty_score":0.03894788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2214400782723162,"score_gpt":0.3705357949934335,"score_spread":0.1490957167211173,"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."}}