{"id":"W4400512654","doi":"10.1111/head.14781","title":"Patient preferences for preventive migraine treatments among Canadian adults: A discrete choice experiment","year":2024,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lundbeck Canada; H. Lundbeck A/S","keywords":"Migraine; Medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00534267,0.000656691,0.0006372696,0.0003240217,0.002678766,0.001170619,0.0007206718,0.0008869598,0.006435748],"category_scores_gemma":[0.009903233,0.0003819695,0.001009039,0.0007284626,0.001341083,0.0004107103,0.0004908829,0.001030535,0.0003486186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288526,"about_ca_system_score_gemma":0.02273943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7931872,"about_ca_topic_score_gemma":0.8367299,"domain_scores_codex":[0.9971582,0.0009905163,0.0001460989,0.0002864032,0.0009207356,0.0004980562],"domain_scores_gemma":[0.9947171,0.002348216,0.0009245632,0.0003221856,0.0008619092,0.0008260334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09684586,0.04998798,0.6318115,0.00104038,0.001098192,0.000472663,0.02587255,0.008725127,0.01469443,0.006565596,0.01515631,0.1477295],"study_design_scores_gemma":[0.0239758,0.03827867,0.8536415,0.0003806881,0.0008602439,0.0002136251,0.01078735,0.0416117,0.003831381,0.002601182,0.02316628,0.0006515927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957612,0.00006946972,0.0002978912,0.0002171661,0.000014217,0.0008091736,0.0006481552,0.000007539152,0.002175161],"genre_scores_gemma":[0.992552,0.0001640732,0.003407909,0.0004360914,0.00001508834,0.0009330428,0.0006713583,0.000003468329,0.001816892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068128,"threshold_uncertainty_score":0.4160615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035968935399241,"score_gpt":0.3041939674751203,"score_spread":0.2838342781211279,"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."}}