{"id":"W4231059899","doi":"10.31234/osf.io/yvds9","title":"Toward an Integrative Perspective on the Neural Mechanisms Underlying Persistent Maladaptive Behaviors","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Perspective (graphical); Psychology; Addiction; Psychological intervention; Neuroscience; Cognitive science; Psychotherapist; Cognitive psychology; Psychiatry; 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":[0.002305506,0.00124686,0.0009579678,0.002267964,0.001044404,0.004853471,0.001407588,0.002702239,0.003354904],"category_scores_gemma":[0.001885877,0.0003029038,0.0008221724,0.0008086836,0.01060629,0.008098911,0.002059942,0.005678854,0.0005000157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039589,"about_ca_system_score_gemma":0.002297872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145135,"about_ca_topic_score_gemma":0.001972768,"domain_scores_codex":[0.9995708,0.0001649372,0.00002682785,0.0001315571,0.00006599026,0.00003987082],"domain_scores_gemma":[0.9988637,0.0006364522,0.0001034799,0.0001270671,0.0001653389,0.0001039056],"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":[0.0001161941,0.0001031362,0.003982319,0.0009388576,0.0001582585,0.0005390424,0.005671501,0.002508463,0.004439108,0.8916478,0.005567077,0.08432833],"study_design_scores_gemma":[0.00001604487,0.00008346312,0.004856274,0.0005361567,0.00007251291,0.0004692672,0.002395004,0.002236675,0.0007921517,0.9588517,0.02966204,0.00002871317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06257392,0.2149366,0.2233758,0.3918177,0.003447262,0.0001065413,0.0004539682,0.0005558779,0.1027323],"genre_scores_gemma":[0.657317,0.1982628,0.09724072,0.03090609,0.005039012,0.0003511162,0.000412884,0.0001626957,0.01030756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004853471,"threshold_uncertainty_score":0.01479828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645282978214379,"score_gpt":0.385881936281856,"score_spread":0.2213536384604181,"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."}}