{"id":"W4291675373","doi":"10.46747/cfp.6808599","title":"Association between access to primary care and unplanned emergency department return visits among patients 75 years and older","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Jewish General Hospital","funders":"","keywords":"Emergency department; Primary care; Medicine; Medical emergency; Emergency medicine; Family medicine; World Wide Web; Data science; Computer science; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00005928463,0.000145529,0.0002468679,0.0001412078,0.0003377963,0.00001867153,0.00008821899,0.00004305987,0.000008269427],"category_scores_gemma":[0.00001233846,0.0001649362,0.00004495492,0.0002774372,0.00001383272,0.0001117796,0.0001272719,0.0001567062,0.00000347181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006927546,"about_ca_system_score_gemma":0.00009575342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374283,"about_ca_topic_score_gemma":0.005240346,"domain_scores_codex":[0.9988759,0.00004145976,0.0001750321,0.0002985126,0.000271134,0.0003379215],"domain_scores_gemma":[0.9993025,0.00001439053,0.0000708651,0.000138348,0.0001147977,0.0003590861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009331371,0.00001457965,0.8772339,0.00005810598,0.0001664435,0.00001345689,0.00120255,0.000001199793,0.00003870146,0.000003159469,0.1005722,0.02068641],"study_design_scores_gemma":[0.0004120319,0.0001858161,0.9590176,0.00003645079,0.0001528941,6.596947e-8,0.001119234,0.000001022514,0.0000174451,0.00001750209,0.0388689,0.0001709759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983979,0.001576205,5.073753e-7,0.0003756769,0.0003692767,0.0005906437,0.0008348554,0.00002102879,0.01225281],"genre_scores_gemma":[0.9868375,0.0001601797,0.00001015503,0.01170714,0.000179965,0.00007153049,0.0007825396,0.00002452242,0.0002264866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08178378,"threshold_uncertainty_score":0.6725902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131466999196598,"score_gpt":0.2452816355035655,"score_spread":0.2339669655115996,"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."}}