{"id":"W2762599603","doi":"10.9778/cmajo.20170007","title":"Relation between family physician retention and avoidable hospital admission in Newfoundland and Labrador: a population-based cross-sectional study","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Cross-sectional study; Medicine; Population; Family medicine; Pediatrics; Demography; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001085814,0.0001375328,0.000306487,0.00009778669,0.002495949,0.0002564799,0.0002356232,0.0001813223,0.00003494466],"category_scores_gemma":[0.0001937362,0.000125981,0.00002431074,0.0000685968,0.00003758027,0.000994314,0.000328325,0.0004044397,0.00002420494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452221,"about_ca_system_score_gemma":0.0004715949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07038746,"about_ca_topic_score_gemma":0.01211912,"domain_scores_codex":[0.9983572,0.0002721707,0.0004968614,0.0003852361,0.0002056827,0.0002828285],"domain_scores_gemma":[0.9987612,0.0002513065,0.0003821258,0.0003773005,0.00008797777,0.0001401212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008766677,0.00006014458,0.9961641,0.00007618962,0.000008769949,0.000002288853,0.0004823729,0.000002126852,0.00001173112,0.0001065889,0.0004683355,0.002529728],"study_design_scores_gemma":[0.003108216,0.0002033012,0.9937239,0.00009066908,0.00001418239,9.219016e-8,0.0002977753,0.00008245909,3.676451e-7,0.0009571783,0.001375781,0.0001460348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902894,0.00006174937,0.00002384934,0.001339998,0.0004583622,0.002273363,0.00002538313,0.00002818735,0.005499642],"genre_scores_gemma":[0.9968463,0.0000126157,0.000162417,0.001081671,0.0002231132,0.0001295291,0.0001337112,0.00001894045,0.001391764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05826835,"threshold_uncertainty_score":0.9988027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0880682663659194,"score_gpt":0.4439728574907992,"score_spread":0.3559045911248798,"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."}}