{"id":"W2951164064","doi":"10.1177/2164956119858034","title":"Nonpharmacological Self-Management of Migraine Across Social Locations: An Equity-Oriented, Qualitative Analysis","year":2019,"lang":"en","type":"article","venue":"Global Advances in Health and Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Agency for Healthcare Research and Quality","keywords":"Migraine; Qualitative research; Medicine; Modalities; Equity (law); Public health; Psychiatry; Psychology; Nursing; Sociology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.001117451,0.0001596669,0.0008132594,0.00009626738,0.000116404,0.0000018952,0.00007186059,0.00005202461,0.00006477112],"category_scores_gemma":[0.00007416914,0.0001159741,0.00007159787,0.001107004,0.0002501031,0.0001043263,0.00009113175,0.0001420508,0.000003070287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620686,"about_ca_system_score_gemma":0.0000776157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004155318,"about_ca_topic_score_gemma":0.0005237443,"domain_scores_codex":[0.99808,0.0001441105,0.0006375508,0.0003453084,0.000373033,0.0004200339],"domain_scores_gemma":[0.9991314,0.0001013782,0.0002146285,0.0001419414,0.0001376036,0.0002730555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005106151,0.003454482,0.4255163,0.02399144,0.003256313,0.00009947386,0.283741,0.0001092403,0.00006320877,0.109086,0.006701596,0.1388747],"study_design_scores_gemma":[0.02022251,0.01005234,0.2210002,0.00134393,0.001320065,0.00002402613,0.4639295,0.000968574,0.000009717634,0.004931964,0.2756843,0.000512833],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016129,0.07225463,0.001214165,0.01371551,0.0001269319,0.001414933,0.00009825288,0.00007269135,0.009489992],"genre_scores_gemma":[0.9775102,0.01677099,0.002540135,0.002636246,0.0001336023,0.00004008095,0.0001078173,0.000004508082,0.0002564483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689827,"threshold_uncertainty_score":0.4729287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789986962272572,"score_gpt":0.5331865198587644,"score_spread":0.4852866502360387,"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."}}