{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008449022,0.0001526269,0.001468093,0.0001132597,0.00001596682,0.000003284589,0.00006603616,0.00002133465,0.00008422213],"category_scores_gemma":[0.0008178994,0.0000886689,0.0001097701,0.0004849418,0.00002160163,0.00005106148,0.00004243743,0.0001201395,0.00001437707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000415366,"about_ca_system_score_gemma":0.00007949315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005999703,"about_ca_topic_score_gemma":0.00009995636,"domain_scores_codex":[0.9978831,0.0003776822,0.001095206,0.0002102487,0.0002745825,0.0001591964],"domain_scores_gemma":[0.9990097,0.0001383207,0.0002870489,0.0003602886,0.0001570948,0.00004760078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004484991,0.0002932347,0.8388464,0.1585222,0.00003650469,0.0000280101,0.0007585576,8.709949e-7,0.0000967388,0.000008852579,0.001150782,0.0002129163],"study_design_scores_gemma":[0.01629496,0.0001723526,0.5617019,0.407915,0.0006448167,0.00005346565,0.0008035002,0.0002574326,0.00234888,0.00003809259,0.009334348,0.0004352177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286455,0.06562333,0.00004154107,0.000160391,0.00003496782,0.003523785,0.000003318755,0.000009820032,0.001957326],"genre_scores_gemma":[0.9955097,0.00303588,0.0004414632,0.0001532969,0.00002350627,0.0002679868,0.00001812065,0.00001331584,0.0005366762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771446,"threshold_uncertainty_score":0.3615813,"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."}}