{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004249534,0.0003655018,0.0005795156,0.00007814632,0.0005773879,0.0001899585,0.0001693279,0.0001168483,0.0006724538],"category_scores_gemma":[0.00165688,0.0002227291,0.0002307086,0.0003899729,0.0002205531,0.0001696969,0.0001760749,0.0006622333,0.00003545207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354682,"about_ca_system_score_gemma":0.0004571769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496568,"about_ca_topic_score_gemma":0.000760039,"domain_scores_codex":[0.9973688,0.0001542588,0.0005422814,0.0007098674,0.0007441776,0.0004806586],"domain_scores_gemma":[0.9977103,0.0007891873,0.0002387039,0.0006005318,0.0004887438,0.000172531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513344,0.0006674523,0.9664071,0.00005439594,0.0007573165,0.0003764163,0.0220071,0.000002436795,0.007007366,0.00001148358,0.001705709,0.000551881],"study_design_scores_gemma":[0.002604435,0.0007267895,0.9492424,0.00005367313,0.0004893114,0.0002323563,0.02852898,0.00009092927,0.0008323668,0.00001278873,0.01689673,0.0002893043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992845,0.001071987,0.0000754347,0.003716012,0.0001089474,0.0005967643,0.00003801932,0.0001249085,0.001422923],"genre_scores_gemma":[0.9935051,0.00004514332,0.001038093,0.001118746,0.0006418839,0.00009263388,0.00006124347,0.00005403297,0.003443104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716477,"threshold_uncertainty_score":0.9082627,"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."}}