{"id":"W1851412854","doi":"10.1002/hbm.22687","title":"Scale‐free brain dynamics under physical and psychological distress: Pre‐treatment effects in women diagnosed with breast cancer","year":2014,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"National Institutes of Health; National Science Foundation","keywords":"Anxiety; Distress; Worry; Psychology; Functional magnetic resonance imaging; Breast cancer; Hospital Anxiety and Depression Scale; Clinical psychology; Cancer; Psychiatry; Medicine; Internal medicine; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0002148576,0.0003161656,0.0003944197,0.000119946,0.0003737485,0.00008981737,0.0002237529,0.00006834247,0.00001491989],"category_scores_gemma":[0.001544118,0.0002221674,0.00004708249,0.0002923904,0.0004365851,0.0001663619,0.0001778736,0.0002131099,0.00000540578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000501927,"about_ca_system_score_gemma":0.00001457434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306202,"about_ca_topic_score_gemma":0.001395991,"domain_scores_codex":[0.9977534,0.0003696826,0.0001698281,0.0009013127,0.0002868516,0.0005189321],"domain_scores_gemma":[0.9924733,0.006867236,0.0000876092,0.0004019286,0.00002082152,0.0001491062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002048581,0.009441867,0.307706,0.00112888,0.0003829059,0.0005227022,0.0389052,0.003772706,0.3789768,0.08560331,0.01442721,0.1570839],"study_design_scores_gemma":[0.003087509,0.0007483505,0.9765003,0.0002104064,0.000008235017,0.00003220827,0.0003274781,0.002589339,0.00009142503,0.01574351,0.0002886047,0.0003726401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785719,0.00001248122,0.0009309534,0.01926873,0.00007805455,0.0004960237,0.00004829174,0.0001179126,0.0004756496],"genre_scores_gemma":[0.9928109,0.000005952206,0.00004623437,0.006113812,0.000187842,0.0005013889,0.000004034023,0.00003079181,0.0002990124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6687943,"threshold_uncertainty_score":0.9059724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490883091843877,"score_gpt":0.2854234942216515,"score_spread":0.2605146633032127,"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."}}