{"id":"W4307054622","doi":"10.1093/pch/pxac100.086","title":"87 Big shoes to fill: Realities of Rural Pediatricians in British Columbia","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Workload; Medicine; Specialty; Burnout; Family medicine; Rural area; Rural community; Pediatrics; Nursing; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009708257,0.0001944782,0.0002746384,0.000730432,0.004859444,0.001702359,0.001164135,0.0006602523,0.004338405],"category_scores_gemma":[0.003819408,0.0004671688,0.0001350839,0.001627974,0.001941268,0.0004522891,0.002381617,0.001183134,0.0003533631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01131589,"about_ca_system_score_gemma":0.02050376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8247588,"about_ca_topic_score_gemma":0.9414901,"domain_scores_codex":[0.9973614,0.00059323,0.000107256,0.0002142084,0.0006557803,0.001068182],"domain_scores_gemma":[0.9925274,0.0008133376,0.001218922,0.00009538434,0.001135553,0.004209446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008414097,0.0001027563,0.881352,0.0002236483,0.00002012865,0.002446987,0.08993404,0.0001169652,0.001040055,0.0002093531,0.005300339,0.01916955],"study_design_scores_gemma":[0.000006221765,0.00008085754,0.7377268,0.0001820516,0.00000528889,0.0006461707,0.2552384,0.0001779556,0.00008462346,0.00004427662,0.005788076,0.00001929816],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965837,0.0002085969,0.00002983791,0.001083526,0.00001267335,0.00001746972,0.0001029323,0.000004402684,0.001956761],"genre_scores_gemma":[0.9977896,0.0003997511,0.0001011061,0.0005107961,0.000008010657,0.00001998199,0.00006705271,0.000005500936,0.001098214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752412,"threshold_uncertainty_score":0.3525465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359364715312178,"score_gpt":0.32386152868315,"score_spread":0.3002678815300283,"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."}}