{"id":"W3110150354","doi":"10.3389/fnhum.2020.571035","title":"Psychopathological Comorbidities and Clinical Variables in Patients With Medication Overuse Headache","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Anxiety; Alexithymia; Barratt Impulsiveness Scale; Beck Depression Inventory; Depression (economics); Clinical psychology; Psychiatry; Psychology; Toronto Alexithymia Scale; International Classification of Headache Disorders; Medicine; Headaches; Impulsivity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880049,0.0002823499,0.0005514126,0.001024824,0.000588069,0.0004658548,0.00021248,0.0004816406,0.001231526],"category_scores_gemma":[0.00229709,0.0002426272,0.0002886092,0.0009017015,0.0002919265,0.0004588099,0.0004228099,0.0003788715,0.0001491064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237954,"about_ca_system_score_gemma":0.0001741313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014248,"about_ca_topic_score_gemma":0.001593895,"domain_scores_codex":[0.9996498,0.00008032072,0.00005790175,0.00007527932,0.0000722789,0.0000644005],"domain_scores_gemma":[0.9990767,0.0002424659,0.0003701838,0.00005608428,0.00006270937,0.0001918233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701015,0.00006113204,0.9978864,0.000008090346,0.00002039867,0.0004601839,0.00005146455,0.00001738921,0.0002292608,0.000008603805,0.00001935624,0.0009676343],"study_design_scores_gemma":[0.00001177831,0.0001980567,0.9985669,0.000002533898,0.00001190345,0.001001205,0.00008558528,0.00005503838,0.0000197346,0.00001101247,0.00003376869,0.000002445431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994739,0.0002600378,0.00002797999,0.000009868572,0.000003377924,0.000009197249,0.00004046539,0.000001062031,0.0001743241],"genre_scores_gemma":[0.9997014,0.00008445379,0.0000475034,0.00001368748,0.00001513965,0.00000929929,0.00008523517,4.612058e-7,0.00004277739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014248,"threshold_uncertainty_score":0.004119873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334788080014247,"score_gpt":0.3267807350262229,"score_spread":0.2734328542260804,"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."}}