{"id":"W3031688688","doi":"10.1097/ajp.0000000000000843","title":"Can Headache Profile Predict Future Disability","year":2020,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Migraine; Anxiety; Physical therapy; Neck pain; Prospective cohort study; Chronic Migraine; International Classification of Headache Disorders; Internal medicine; Psychiatry; Alternative medicine","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":[0.0004547678,0.0002988692,0.0003516825,0.0008436004,0.0003101515,0.0006210589,0.0002706463,0.0006974659,0.0034729],"category_scores_gemma":[0.004606589,0.0001086815,0.0004802723,0.0004156517,0.0001666307,0.0004908398,0.0004380222,0.0005557386,0.0006624451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869433,"about_ca_system_score_gemma":0.0002211638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203228,"about_ca_topic_score_gemma":0.002567609,"domain_scores_codex":[0.9997095,0.00006624497,0.00004637036,0.00004031448,0.00006893637,0.0000685796],"domain_scores_gemma":[0.9981213,0.0004562531,0.0007493029,0.0000583926,0.0002331029,0.0003817019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047189,0.00004771624,0.9965114,0.00001565065,0.00003648194,0.00006549606,0.00002388039,0.00005843707,0.00007736982,0.00001504128,0.0001634867,0.002880361],"study_design_scores_gemma":[0.00001143343,0.0001564092,0.9985532,0.00002374829,0.00003598066,0.0003847293,0.0001311622,0.0004084236,0.00003729538,0.00005195912,0.000200438,0.000005053801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955499,0.0008716897,0.0001249973,0.0003574781,0.00004378282,0.00002471657,0.0006585179,0.000007101366,0.002361844],"genre_scores_gemma":[0.9990222,0.000167902,0.00008417071,0.00003122796,0.00003253707,0.000007040036,0.0004793461,7.897625e-7,0.0001747561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0034729,"threshold_uncertainty_score":0.01161802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237247322567601,"score_gpt":0.3927062256704826,"score_spread":0.3103337524448067,"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."}}