{"id":"W4255863138","doi":"10.12968/hmed.2017.78.8.428","title":"Clinical News","year":2017,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Library science; Law","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":[0.0008980047,0.0001137627,0.0008055455,0.00005941197,0.0002531958,0.00003465025,0.0002489968,0.00008329172,0.000285819],"category_scores_gemma":[0.005671005,0.00009106145,0.0002943354,0.00003510154,0.0005641122,0.00016787,0.00007084582,0.0005911408,0.00001857925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036616,"about_ca_system_score_gemma":0.00009783459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002978426,"about_ca_topic_score_gemma":0.00008767841,"domain_scores_codex":[0.9983029,0.000032564,0.0008716148,0.0001407643,0.0004407468,0.0002113555],"domain_scores_gemma":[0.998091,0.00009287147,0.0006971863,0.0003011759,0.0004906636,0.0003270905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009775459,0.0002860303,0.2730949,0.0000467414,0.0002348611,0.004939475,0.0002127595,2.092827e-8,0.00003781769,0.00005587158,0.5911229,0.1298708],"study_design_scores_gemma":[0.005189759,0.006331425,0.8451101,0.002115302,0.000308229,0.004703668,0.0007522287,0.000001911049,0.00001046575,0.0004093817,0.1349616,0.0001059636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058405,0.01625116,0.00008277877,0.04527413,0.00114644,0.0001810096,0.000003514332,0.00001453405,0.03120592],"genre_scores_gemma":[0.9748275,0.01240613,0.000894563,0.001204299,0.006411255,0.000001126686,0.00000197433,0.00001806334,0.004235147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720152,"threshold_uncertainty_score":0.6789132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356191367251326,"score_gpt":0.3848136788370466,"score_spread":0.3412517651645333,"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."}}