{"id":"W4398215527","doi":"10.1111/hdi.13159","title":"Prevention and resolution of headaches occurring during hemodialysis treatment by supplemental oxygen","year":2024,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Headaches; Lightheadedness; Photophobia; Hemodialysis; Dialysis; Surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001889419,0.00009974856,0.0001815847,0.0003118484,0.0004334608,0.0002072514,0.0001789773,0.0004065963,0.0004038506],"category_scores_gemma":[0.002237426,0.00006499872,0.0001864317,0.0001718717,0.0001546828,0.000145066,0.0001413411,0.0003858824,0.00007075915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129421,"about_ca_system_score_gemma":0.0002220845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027746,"about_ca_topic_score_gemma":0.001082615,"domain_scores_codex":[0.9998763,0.00004772068,0.00001816799,0.000008750328,0.00002170545,0.00002740144],"domain_scores_gemma":[0.9996402,0.0001281789,0.00008991652,0.00002803965,0.00003647499,0.00007706577],"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":[0.007063767,0.004400191,0.4281892,0.001020548,0.0004216999,0.07246432,0.0036629,0.0005024385,0.03600059,0.001450843,0.005648955,0.4391747],"study_design_scores_gemma":[0.0008224358,0.01429538,0.877004,0.000183214,0.0004522929,0.08058535,0.001170701,0.0007016435,0.007532405,0.0004001037,0.01680382,0.0000485654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929422,0.002511154,0.0002761228,0.0003956797,0.00005734663,0.00003532242,0.00002032724,0.00001193336,0.003750034],"genre_scores_gemma":[0.997829,0.001201412,0.0002623942,0.0001347238,0.000167385,0.00001263779,0.00002508978,0.000001582614,0.0003657527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001027746,"threshold_uncertainty_score":0.002043545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256808710223622,"score_gpt":0.313449047569525,"score_spread":0.2908809604672888,"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."}}