{"id":"W6967209215","doi":"10.5167/uzh-217213","title":"New Treatments for Migraine—Therapeutic Ratings and Comparative Coverage in the US, Canada, and Europe","year":2022,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Migraine; Food and drug administration; Drug; Drug administration; Acute migraine; MEDLINE","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":[0.005015279,0.0002989544,0.0008446968,0.007514819,0.0006101572,0.001805723,0.000719257,0.0005291566,0.007855547],"category_scores_gemma":[0.01229704,0.0001397605,0.0009097098,0.01366694,0.0006418811,0.0009191704,0.0006654616,0.0007485871,0.0004568606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197669,"about_ca_system_score_gemma":0.01291783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5192183,"about_ca_topic_score_gemma":0.6215603,"domain_scores_codex":[0.9948849,0.0007906917,0.0005969456,0.0001904546,0.003219517,0.0003174778],"domain_scores_gemma":[0.9890821,0.002001354,0.001698368,0.0001543126,0.005788465,0.001275494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01458025,0.00116084,0.06258807,0.007449262,0.001405655,0.0001878887,0.0005639165,0.000954636,0.001395392,0.004975165,0.1099705,0.7947685],"study_design_scores_gemma":[0.003133624,0.001977927,0.7119782,0.006598762,0.002106047,0.0006197733,0.001809063,0.001007977,0.0007506083,0.0004971031,0.2694018,0.0001191302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1162171,0.740051,0.0003887976,0.009147489,0.0008995851,0.0006227549,0.03131545,0.0001066393,0.1012512],"genre_scores_gemma":[0.5353743,0.4275843,0.002074436,0.004415602,0.001632121,0.000334078,0.02154031,0.00007181562,0.006972984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4807817,"threshold_uncertainty_score":0.9672262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908364053105137,"score_gpt":0.2454553046861484,"score_spread":0.2163716641550971,"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."}}