{"id":"W2090193198","doi":"10.1177/08830738030180031001","title":"Pediatric Neurology Services in Canada","year":2003,"lang":"en","type":"article","venue":"Journal of Child Neurology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pediatric Neurology; Neurology; Population; Medicine; Family medicine; Service (business); Clinical Practice; Demography; Pediatrics; Environmental health; Business; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805413,0.0001308283,0.0003716062,0.0005577318,0.00005470476,0.0000175705,0.0002946846,0.0001412673,0.00008879594],"category_scores_gemma":[0.0001171778,0.0001141722,0.00005121974,0.0004559497,0.00001772795,0.0002347905,0.00004728908,0.0007236177,0.00001645691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002201412,"about_ca_system_score_gemma":0.0002835565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3549874,"about_ca_topic_score_gemma":0.81573,"domain_scores_codex":[0.9985867,0.00007465018,0.00063839,0.0001667189,0.0001673841,0.0003661942],"domain_scores_gemma":[0.9990365,0.00006848248,0.0006113689,0.000153143,0.0001088224,0.00002166975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006776107,0.00004303812,0.9834413,0.0001262113,0.000008277825,0.001167223,0.000006641609,0.0001405868,0.000005700389,0.009682325,0.003483287,0.001827634],"study_design_scores_gemma":[0.000724587,0.00008964927,0.3156017,0.000005347416,0.00001360661,0.0009447127,0.00001068212,0.00006758037,0.000004783403,0.001543706,0.6808967,0.0000969466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929554,0.0003486232,0.000003344589,0.06395643,0.001883231,0.00008243605,4.13081e-7,0.00001197158,0.004159499],"genre_scores_gemma":[0.9236484,0.00005787783,0.000002530701,0.07537963,0.0008907726,0.00000147996,3.731955e-7,0.00001545354,0.000003515894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6774135,"threshold_uncertainty_score":0.6493078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005648060937949079,"score_gpt":0.1860892975935093,"score_spread":0.1804412366555602,"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."}}