{"id":"W3126474364","doi":"10.52571/ptq.v18.n37.2021.19_alshamrani_pgs_270_292.pdf","title":"DETERMINING MIGRAINE WITH AURA TRIGGER FACTORS TOWARD IMPROVING THE PRACTICE: A CROSS-SECTIONAL STUDY FROM SAUDI ARABIA","year":2021,"lang":"en","type":"article","venue":"PERIÓDICO TCHÊ QUÍMICA","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Migraine; Aura; Medicine; Cross-sectional study; Migraine with aura; Neurology; Anxiety; Pediatrics; Psychiatry; Family medicine","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":[0.0007644771,0.0002362937,0.0002308313,0.0005959478,0.0005838391,0.0005093635,0.0003101918,0.0004626613,0.001464563],"category_scores_gemma":[0.001391688,0.0002457324,0.000337944,0.0006031748,0.000203237,0.0003860737,0.0004345481,0.000323816,0.0002554284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004611691,"about_ca_system_score_gemma":0.0005594648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375335,"about_ca_topic_score_gemma":0.01584575,"domain_scores_codex":[0.9996135,0.00009990281,0.00006864707,0.00005940246,0.00008929952,0.00006940421],"domain_scores_gemma":[0.9990387,0.0001256867,0.000435357,0.00004195818,0.0002105462,0.0001477221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004356505,0.00008801793,0.997588,0.00003606882,0.00002607613,0.00009132624,0.0006494995,0.00000875403,0.0001420272,0.00001184323,0.00009889781,0.001215734],"study_design_scores_gemma":[0.000009268447,0.0002270551,0.9966708,0.00003868466,0.00002936744,0.0004421194,0.002066164,0.00008041175,0.00004383839,0.000008081077,0.0003801901,0.000004129537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993813,0.0001850242,0.00002165762,0.00006090496,0.000003355093,0.00001795601,0.0001347466,5.090596e-7,0.0001944963],"genre_scores_gemma":[0.9992433,0.0002667396,0.00007975311,0.0001090449,0.000007657806,0.00001723647,0.0001545967,4.21541e-7,0.0001213416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375335,"threshold_uncertainty_score":0.02734661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330689576135272,"score_gpt":0.3398677596172724,"score_spread":0.2965608638559197,"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."}}