{"id":"W2107294405","doi":"10.12927/hcpol.2008.20009","title":"Emergency Department and Walk-in Clinic Use in Models of Primary Care Practice with Different After-Hours Accessibility in Ontario","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Emergency department; Walk-in; Primary care; Medicine; Medical emergency; Emergency medicine; Family medicine; Nursing; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000178504,0.0002288409,0.0006422953,0.0002900994,0.00004151821,0.000002489967,0.00006319021,0.0001122295,0.00001938277],"category_scores_gemma":[0.0001418733,0.0001803118,0.00005752604,0.0003140245,0.00008292113,0.0002885768,0.000091054,0.0004589763,6.513926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112603,"about_ca_system_score_gemma":0.001024832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3709548,"about_ca_topic_score_gemma":0.841445,"domain_scores_codex":[0.9979001,0.0001870975,0.0007725544,0.0004376185,0.0002820993,0.0004204777],"domain_scores_gemma":[0.9990341,0.00009805448,0.0001614006,0.0003535689,0.0001931865,0.0001596636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381453,0.0004173507,0.9720832,0.000791047,0.00002230982,0.0001948775,0.02386538,0.000004338087,0.00000359821,0.00003052553,0.00003551014,0.001170381],"study_design_scores_gemma":[0.001545976,0.000547817,0.994756,0.0005317816,0.00002515209,0.00002640114,0.002162927,0.000005381556,0.00001869484,0.0001171452,0.0001162973,0.0001464115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871536,0.008145627,0.000002310185,0.002219972,0.00007908326,0.0008889776,0.0000340009,0.00001414815,0.001462284],"genre_scores_gemma":[0.9856229,0.01306401,0.0002482726,0.0007256804,0.00004317385,0.0001477935,0.00003723626,0.00001944681,0.00009152052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4704902,"threshold_uncertainty_score":0.7352901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991144153062137,"score_gpt":0.3711354659548314,"score_spread":0.2912240244242101,"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."}}