{"id":"W2316795763","doi":"10.1017/s0317167100018692","title":"“Magic Google in my Hand, Who is the Sickest in my Land?”","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"MAGIC (telescope); Magic bullet; Internet privacy; Computer science; Biology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008430708,0.0005471642,0.0006286178,0.0005393244,0.002756066,0.001965972,0.0009391875,0.01152711,0.01075446],"category_scores_gemma":[0.01218968,0.0003628638,0.0005346786,0.0005410007,0.001245817,0.00404493,0.0008430259,0.01797615,0.005597049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411159,"about_ca_system_score_gemma":0.002388542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661805,"about_ca_topic_score_gemma":0.03036663,"domain_scores_codex":[0.9992237,0.0003025874,0.00009739146,0.0001147634,0.0001342854,0.0001272483],"domain_scores_gemma":[0.9981681,0.0007061902,0.0002117832,0.00005478697,0.000419017,0.0004400966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004642775,0.00001736134,0.002379626,0.0000598901,0.00001276282,0.008093456,0.0006342079,0.00005313027,0.000158392,0.002187892,0.977111,0.009245913],"study_design_scores_gemma":[0.0001368011,0.00008788473,0.007090296,0.001433448,0.00007222022,0.04826098,0.005483064,0.001202312,0.0005639092,0.01391476,0.9216341,0.0001202796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001557272,0.001131996,0.0002557552,0.9814516,0.005075987,0.00002550676,0.0002000824,0.00005638313,0.01024547],"genre_scores_gemma":[0.02070074,0.002728182,0.0006369273,0.9447685,0.01243512,0.00006146482,0.00009908927,0.00004976761,0.01852024],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02661805,"threshold_uncertainty_score":0.05292618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359123485636113,"score_gpt":0.2723120710657295,"score_spread":0.2387208362093683,"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."}}