{"id":"W4409372693","doi":"10.1016/j.euroneuro.2025.03.014","title":"Creatine as a treatment for depression: A brain bioenergetics perspective","year":2025,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bioenergetics; Creatine; Depression (economics); Perspective (graphical); Internal medicine; Medicine; Psychology; Neuroscience; Biology; Biochemistry; Economics; Computer science","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":[0.001420246,0.0006985458,0.001990248,0.000963239,0.0003289093,0.002038835,0.0009884678,0.002378301,0.003759498],"category_scores_gemma":[0.001440815,0.0002089957,0.0006350899,0.0007681377,0.001121962,0.001642494,0.0006220008,0.004244804,0.001037749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938238,"about_ca_system_score_gemma":0.001280599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274328,"about_ca_topic_score_gemma":0.004190058,"domain_scores_codex":[0.9997178,0.00009287916,0.00003608052,0.000058844,0.0000531947,0.00004117186],"domain_scores_gemma":[0.9990813,0.0005591647,0.0001007174,0.00003108806,0.0001512413,0.00007647111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004323485,0.0009916594,0.001136964,0.00735208,0.0009403565,0.001003726,0.000172403,0.000730256,0.01230408,0.03820354,0.04305192,0.8897894],"study_design_scores_gemma":[0.002692794,0.007600998,0.01344956,0.01026263,0.002001428,0.003533961,0.0004450674,0.001337164,0.003924872,0.04411227,0.9104769,0.0001623794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001873258,0.9741095,0.0004390229,0.01837237,0.001105279,0.000009782721,0.00005147873,0.00002336182,0.004015952],"genre_scores_gemma":[0.02632296,0.9547839,0.00138613,0.009403273,0.00576657,0.00003986474,0.00005436879,0.00001616424,0.002226793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003759498,"threshold_uncertainty_score":0.01257682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254860560396714,"score_gpt":0.3296100612901905,"score_spread":0.3170614556862234,"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."}}