{"id":"W4319262254","doi":"10.1002/gps.5882","title":"Distinguishing apathy from depression: A review differentiating the behavioral, neuroanatomic, and treatment‐related aspects of apathy from depression in neurocognitive disorders","year":2023,"lang":"en","type":"review","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Health Sciences Centre; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; National Institute on Aging; Cerevel Therapeutics","keywords":"Apathy; Neurocognitive; Depression (economics); Psychology; Psychiatry; Clinical psychology; Cognition","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":[0.001621587,0.0008745003,0.002355495,0.008688404,0.0004470175,0.001646076,0.001155966,0.001279351,0.001604518],"category_scores_gemma":[0.007614711,0.0004816587,0.002097705,0.006369905,0.00061064,0.001718237,0.0007525098,0.0008552028,0.0002670092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084534,"about_ca_system_score_gemma":0.003314449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351866,"about_ca_topic_score_gemma":0.007626242,"domain_scores_codex":[0.9988582,0.0001950904,0.0005792202,0.0001264356,0.0001996886,0.00004143851],"domain_scores_gemma":[0.9932047,0.00512392,0.001025751,0.00005581077,0.0005012545,0.00008860388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001739376,0.00004669401,0.001879694,0.48502,0.001369863,0.0005127974,0.0004764306,0.0001654458,0.0005253507,0.0008976174,0.009580166,0.499352],"study_design_scores_gemma":[0.000108129,0.0003508271,0.01582902,0.6873236,0.0118874,0.008077761,0.0009716285,0.0002472912,0.0005645371,0.001604223,0.272927,0.00010862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002719453,0.9991974,0.00005486858,0.0001328056,0.00006963139,0.0000190615,0.0000456168,0.000002618355,0.0002060642],"genre_scores_gemma":[0.002729093,0.9965814,0.000261008,0.0002045162,0.00008516231,0.00002483755,0.00006402277,0.000001213742,0.00004872918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008688404,"threshold_uncertainty_score":0.008575857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327015698687793,"score_gpt":0.3785476264214417,"score_spread":0.3452774694345638,"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."}}