{"id":"W3138522329","doi":"10.1159/000513688","title":"Contingent Tunes of Neurochemical Ensembles in the Norm and Pathology: Can We See the Patterns?","year":2021,"lang":"en","type":"review","venue":"Neuropsychobiology","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Neurochemical; Temperament; Psychopathology; Psychology; Neuroscience; Context (archaeology); Developmental psychology; Cognitive psychology; Clinical psychology; Biology; Psychoanalysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007861771,0.0006378086,0.002063906,0.0001892878,0.0001028698,0.00002747244,0.001093775,0.0007800507,0.0002502354],"category_scores_gemma":[0.0001439182,0.0003650853,0.0004906364,0.0004406942,0.0007624445,0.00001525392,0.0001923462,0.001482319,0.00003047926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267215,"about_ca_system_score_gemma":0.00007630492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272656,"about_ca_topic_score_gemma":0.0004036254,"domain_scores_codex":[0.9923304,0.004563703,0.001103053,0.001164441,0.0001414774,0.0006969707],"domain_scores_gemma":[0.9960678,0.001924237,0.0006078708,0.001273154,0.00006022938,0.00006670095],"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":[0.00007257849,0.0006025695,0.005359842,0.002312973,0.0002235479,0.001248115,0.006131361,7.118943e-8,0.00007154248,0.002470011,0.006591773,0.9749156],"study_design_scores_gemma":[0.0005838945,0.0002877175,0.004931786,0.0008247735,0.0003088878,0.004694845,0.001153562,2.184493e-7,4.630469e-7,0.0001930064,0.9866614,0.0003594315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0436733,0.9493711,0.000005300144,0.002607071,0.001921333,0.0008153719,0.0002629074,0.00002373277,0.001319891],"genre_scores_gemma":[0.007445545,0.9884508,0.0000067442,0.003077966,0.0002892191,0.0003151361,0.000145447,0.00006590974,0.0002032578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9800696,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636047864264945,"score_gpt":0.3638288992193979,"score_spread":0.3002241127929034,"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."}}