{"id":"W3125023528","doi":"10.1111/head.14063","title":"“You will eat shoe polish if you think it would help”—Familiar and lesser‐known themes identified from mixed‐methods analysis of a cluster headache survey","year":2021,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Cluster headache; Variety (cybernetics); Psychology; Cluster (spacecraft); Theme (computing); Medicine; Content analysis; Exploratory research; Qualitative research; Alternative medicine; Family medicine; Clinical psychology; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08571681,0.0007705109,0.001070357,0.005384376,0.002931463,0.004005749,0.00185019,0.001214756,0.001532196],"category_scores_gemma":[0.115753,0.0005810019,0.001528918,0.004103256,0.003629716,0.003356658,0.005273654,0.001195889,0.0001936857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00477634,"about_ca_system_score_gemma":0.005880392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003811772,"about_ca_topic_score_gemma":0.007784199,"domain_scores_codex":[0.9235806,0.05833838,0.006232105,0.002858341,0.006556384,0.002434277],"domain_scores_gemma":[0.8940188,0.08233254,0.01060349,0.002689609,0.009545739,0.0008097714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003202413,0.0001359128,0.07249178,0.005184578,0.0002944501,0.0006610624,0.8591916,0.0001407296,0.002084025,0.003373636,0.001688528,0.05443345],"study_design_scores_gemma":[0.0000467148,0.0003284639,0.05527081,0.003231254,0.0002083102,0.0005374385,0.9271293,0.0009152617,0.001000373,0.00276226,0.008512052,0.00005777862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703399,0.002290682,0.01745346,0.003283533,0.000139494,0.002651671,0.001013829,0.00002977544,0.002797721],"genre_scores_gemma":[0.9668223,0.001596126,0.02116266,0.002075273,0.00009382153,0.006773061,0.0006042008,0.0000420017,0.0008304517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08571681,"threshold_uncertainty_score":0.4533192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04971817960603863,"score_gpt":0.3568516155299512,"score_spread":0.3071334359239126,"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."}}