{"id":"W4240291950","doi":"10.14740/jnr574","title":"May Neutrophil to Lymphocyte Ratio Serve a Role in the Prediction of Clinical Features of Migraine?","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Migraine; Chronic Migraine; Internal medicine; Fibromyalgia; Neurology; Chronic fatigue syndrome; Physical therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002745633,0.00007672646,0.0005573101,0.0002623495,0.00003866991,0.000004366035,0.0002482849,0.0001139859,0.00002092775],"category_scores_gemma":[0.002931582,0.00004642667,0.0002086829,0.0005469046,0.0002103058,0.00003815461,0.00009439253,0.001196552,0.000003037037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009482112,"about_ca_system_score_gemma":0.0003193515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007540832,"about_ca_topic_score_gemma":0.0000796784,"domain_scores_codex":[0.9972097,0.0009243721,0.00085596,0.0001471075,0.0006427065,0.000220195],"domain_scores_gemma":[0.9979507,0.0009213816,0.0002097871,0.000176363,0.000603653,0.0001381306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02263508,0.0008815279,0.6530802,0.0003215032,0.0003261094,0.0009560191,0.01315515,0.0001240278,0.04545652,0.0003180185,0.2605544,0.002191434],"study_design_scores_gemma":[0.002578838,0.01383805,0.9602528,0.00004593959,0.00004921011,0.000370614,0.0009623441,0.0001771719,0.0008431383,0.0001043638,0.02074923,0.00002831801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868818,0.0008254416,0.000004657429,0.1293014,0.00002728674,0.0002388256,0.000006169536,0.000002174922,0.0007760801],"genre_scores_gemma":[0.9950078,0.0005962757,0.00007007621,0.003530903,0.0006588145,0.00000452182,9.970548e-7,0.000008202651,0.000122429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071726,"threshold_uncertainty_score":0.5198488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139375645203655,"score_gpt":0.4663608502527798,"score_spread":0.2524232857324143,"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."}}