{"id":"W2781583422","doi":"10.1007/978-981-10-6580-4_11","title":"Why Do We Need Psychopathology? From the Brain’s Resting State to “Spatiotemporal Psychopathology” of Depression","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Psychopathology; Psychology; Cognition; Brain activity and meditation; Cognitive psychology; Neuroscience; Clinical psychology; Electroencephalography","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":[0.0005549121,0.0003639159,0.000340622,0.0004227236,0.0003678183,0.001652472,0.0004328297,0.001177787,0.002778417],"category_scores_gemma":[0.001373044,0.0001547995,0.0002633684,0.0005167759,0.004332931,0.003312375,0.0006844547,0.003139386,0.0006185017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022432,"about_ca_system_score_gemma":0.001015127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023411,"about_ca_topic_score_gemma":0.005760588,"domain_scores_codex":[0.9998811,0.00004923039,0.000006033706,0.0000239076,0.00002675982,0.00001283737],"domain_scores_gemma":[0.9996558,0.0002625413,0.00001128453,0.00001882174,0.00002618863,0.0000252876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008264551,0.00004653108,0.002043657,0.0006195477,0.00006075822,0.0003753549,0.006159058,0.0003781803,0.002037797,0.5834426,0.1343742,0.2703797],"study_design_scores_gemma":[0.00001869725,0.00005661368,0.007105657,0.0006553966,0.00002917927,0.001240959,0.002533036,0.000420067,0.0003425863,0.7180103,0.269557,0.0000305188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01913181,0.4888445,0.0199074,0.290047,0.008189176,0.00005236997,0.0004189592,0.0001913394,0.1732174],"genre_scores_gemma":[0.4042631,0.3829709,0.01859012,0.09063201,0.01847667,0.0002157166,0.0004450383,0.0002633092,0.08414308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003023411,"threshold_uncertainty_score":0.009294689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05679740523201678,"score_gpt":0.3044162600493204,"score_spread":0.2476188548173036,"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."}}