{"id":"W3174092249","doi":"10.31838/srp.2021.5.15","title":"Awareness of Depression in Patients with Migraine","year":2021,"lang":"en","type":"article","venue":"Systematic Reviews in Pharmacy","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Migraine; Depression (economics); Suicidal ideation; Medicine; Psychiatry; Population; Psychology; Clinical psychology; Suicide prevention; Poison control; Medical emergency","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":[0.001476989,0.0002054656,0.001361578,0.002157591,0.0001525142,0.0008726232,0.0002831905,0.0005673557,0.001452546],"category_scores_gemma":[0.01106303,0.0002652488,0.001701179,0.002469509,0.0001654491,0.0005575136,0.0003339008,0.0004769376,0.00007406819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410335,"about_ca_system_score_gemma":0.001158659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617462,"about_ca_topic_score_gemma":0.008358509,"domain_scores_codex":[0.9978868,0.0007489304,0.0008034331,0.0001721794,0.0003407173,0.00004790699],"domain_scores_gemma":[0.9942034,0.003385535,0.001796215,0.00007978429,0.000451401,0.00008358899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008924457,0.0001007911,0.08616852,0.5073516,0.01643326,0.0005548609,0.001409661,0.0001661391,0.0006267031,0.0005537779,0.007251106,0.3784912],"study_design_scores_gemma":[0.000654342,0.001018591,0.4342902,0.41997,0.07068469,0.006589023,0.002620169,0.0003661848,0.0005468634,0.0009751592,0.06217608,0.0001087296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01437374,0.9835065,0.00006956202,0.000593729,0.0001010832,0.00006721466,0.0004977463,0.000003047096,0.0007874464],"genre_scores_gemma":[0.1638158,0.8343395,0.0003668417,0.0006767769,0.0001628902,0.00009770913,0.000407811,0.000001778675,0.0001310147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003617462,"threshold_uncertainty_score":0.007811129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06429715664985024,"score_gpt":0.37850083613093,"score_spread":0.3142036794810797,"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."}}