{"id":"W3161240942","doi":"10.48208/headachemed.2020.3","title":"The Migraine Tree: a shared tool for migraine information","year":2020,"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":"","funders":"","keywords":"Migraine; Tree (set theory); Disease; Migraine Disorders; Computer science; Medicine; Knowledge management; Psychiatry; Pathology","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":[0.004021269,0.00093598,0.0007293119,0.005811942,0.001359096,0.00306228,0.001552763,0.001630734,0.06014167],"category_scores_gemma":[0.02616557,0.0007095863,0.0009989638,0.00357832,0.0007192115,0.007635154,0.007161917,0.00179276,0.01773775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806784,"about_ca_system_score_gemma":0.003415141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004862443,"about_ca_topic_score_gemma":0.009241653,"domain_scores_codex":[0.997887,0.0007541879,0.0003672222,0.0002124256,0.0006109621,0.000168274],"domain_scores_gemma":[0.9858006,0.008446879,0.0008207391,0.001885058,0.001600372,0.001446352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007930651,0.0002536407,0.005265469,0.001932642,0.0001266975,0.001176267,0.0059088,0.0005856986,0.00437821,0.01872668,0.4465533,0.5142995],"study_design_scores_gemma":[0.0002283368,0.0001893854,0.006759836,0.0009554831,0.0001457682,0.001756166,0.001409486,0.003992727,0.002410513,0.016849,0.9651079,0.0001952632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03518881,0.00396316,0.4718899,0.01653261,0.00233807,0.004806366,0.0964653,0.1949944,0.1738213],"genre_scores_gemma":[0.1394984,0.004407777,0.654719,0.00505533,0.001703887,0.00329811,0.0859308,0.02409075,0.08129598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06014167,"threshold_uncertainty_score":0.2011939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109192970198219,"score_gpt":0.3146240632347753,"score_spread":0.2635321335327931,"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."}}