{"id":"W2803155863","doi":"10.1093/pch/pxy054.144","title":"(MED) RESIDENT SATISFACTION IN CANADIAN PEDIATRIC RESIDENT CONTINUITY CLINICS","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Emergency department; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003179354,0.000271241,0.0005084685,0.001859528,0.0006396185,0.0001463888,0.0003201479,0.0003629274,0.0001293851],"category_scores_gemma":[0.0007621986,0.0002832914,0.00009091452,0.002040679,0.00005867578,0.0004407413,0.0001390178,0.0007260665,0.0007808236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437119,"about_ca_system_score_gemma":0.001251559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9268368,"about_ca_topic_score_gemma":0.9797835,"domain_scores_codex":[0.996316,0.00008927989,0.001179309,0.0006206922,0.0004451872,0.001349548],"domain_scores_gemma":[0.9982032,0.00008902607,0.0006806561,0.0005286773,0.0003029694,0.0001955257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001224193,0.00001826696,0.949634,0.0002878445,0.000003842754,0.00001606093,0.0001691606,0.000001612234,1.041985e-7,0.01506687,0.01855673,0.01623333],"study_design_scores_gemma":[0.0005140267,0.00004965174,0.797665,0.00003318946,0.00001250123,0.00000452269,0.0001766985,0.00009664398,2.760655e-7,0.001930695,0.1992887,0.0002280966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520654,0.002790718,0.00006784553,0.02890757,0.00402713,0.001387156,0.00002378901,0.0003392109,0.01039116],"genre_scores_gemma":[0.9811165,0.001322381,0.00008469446,0.007491171,0.009796273,0.00003254609,0.00002890083,0.0000483262,0.00007924543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180732,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635645727398425,"score_gpt":0.2815690712077177,"score_spread":0.2652126139337335,"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."}}