{"id":"W4390946862","doi":"10.48208/headachemed.2023.supplement.74","title":"Characterization Of Clinical Treatments For Migraine Conducted In Brazil: An Ecological Study","year":2023,"lang":"en","type":"article","venue":"Headache Medicine/Revista Headache Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Migraine; Ecology; Characterization (materials science); Medicine; Geography; Biology; Psychiatry; Nanotechnology; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005887347,0.000858661,0.00425525,0.001159088,0.0002241241,0.00001229484,0.0004213333,0.0004313037,0.0005094712],"category_scores_gemma":[0.005832159,0.0005822747,0.0003994277,0.002797606,0.001178345,0.0002094301,0.0001347578,0.0008899159,0.00003407017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818123,"about_ca_system_score_gemma":0.0003974459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008158881,"about_ca_topic_score_gemma":0.00159051,"domain_scores_codex":[0.9912488,0.000882129,0.004026535,0.001439626,0.001266888,0.001136012],"domain_scores_gemma":[0.9945098,0.001835881,0.0008388669,0.001269449,0.0007382917,0.0008077747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003068145,0.007813774,0.8743947,0.001394779,0.001029483,0.0004393272,0.01104845,0.000001957167,0.02596014,0.0004936808,0.06888056,0.005474987],"study_design_scores_gemma":[0.02403024,0.02157581,0.9143703,0.0009821106,0.001492832,0.00005809997,0.007269979,0.0007921023,0.0001199875,0.00007389595,0.028805,0.0004296378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731842,0.0007276348,0.0001081556,0.01846631,0.0002027147,0.005917128,0.00007275238,0.0003434228,0.0009777405],"genre_scores_gemma":[0.9837362,0.001003073,0.0002234306,0.002375578,0.002254956,0.0006185489,0.002970893,0.0001250719,0.00669229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04007556,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064031270712508,"score_gpt":0.4759013429924472,"score_spread":0.2694982159211964,"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."}}