{"id":"W2131247500","doi":"10.1177/0333102415583982","title":"Improving the detection of chronic migraine: Development and validation of Identify Chronic Migraine (ID-CM)","year":2015,"lang":"en","type":"article","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Allergan","keywords":"Migraine; Medicine; Phonophobia; Chronic Migraine; Gold standard (test); Photophobia; Nausea; Physical therapy; Psychiatry; Internal medicine; Surgery","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":[0.0006026778,0.0001617077,0.0003288221,0.0001190804,0.00009242546,0.000009320863,0.00008011181,0.00008069078,0.00002501473],"category_scores_gemma":[0.0002390765,0.0001148363,0.00007830423,0.0002318592,0.000150258,0.00007745661,0.00008942447,0.0001488549,0.000008681791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072705,"about_ca_system_score_gemma":0.0003636012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003048729,"about_ca_topic_score_gemma":0.0003683635,"domain_scores_codex":[0.998759,0.00004597311,0.0004410598,0.0002175608,0.0003147281,0.0002216643],"domain_scores_gemma":[0.9991037,0.00006520741,0.0002338457,0.0002604987,0.0002459242,0.00009083155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001771297,0.0002107457,0.009622988,0.00241157,0.0004332412,0.000008822929,0.01164411,0.00001282738,0.9126737,0.000114065,0.007420386,0.0552704],"study_design_scores_gemma":[0.003434005,0.001129311,0.08656938,0.0003777275,0.0003958984,0.00008031589,0.002306785,0.0008055055,0.8748087,0.00008892742,0.02974427,0.0002591991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841738,0.01351639,0.000986501,0.0003977332,0.0000799871,0.0004494621,0.00000359512,0.00003186079,0.0003606536],"genre_scores_gemma":[0.9978883,0.0001935961,0.0002571184,0.00003134141,0.000216049,0.0000298804,0.00002261412,0.00001848712,0.001342628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07694639,"threshold_uncertainty_score":0.4682889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916194589688659,"score_gpt":0.2863689489161301,"score_spread":0.2572070030192435,"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."}}