{"id":"W2955721191","doi":"10.12927/hcq.2019.25837","title":"Impact of a Primary Care After-Hours Clinic on Avoidable Emergency Department Visits and Costs","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services","funders":"","keywords":"Emergency department; Medicine; Primary care; Intervention (counseling); Emergency medicine; Medical emergency; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002714371,0.0002365734,0.0005426154,0.0005909295,0.0006102534,0.001044419,0.0005267223,0.0008747027,0.00364014],"category_scores_gemma":[0.01529867,0.0001721198,0.001477015,0.00064785,0.0003649523,0.0006830723,0.0007393651,0.001251978,0.0001266137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192761,"about_ca_system_score_gemma":0.003305549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02370329,"about_ca_topic_score_gemma":0.0415382,"domain_scores_codex":[0.9948296,0.003263845,0.0001772733,0.0002284801,0.0008171483,0.0006836734],"domain_scores_gemma":[0.9839881,0.01019972,0.002329957,0.0002558807,0.001126038,0.00210025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01707021,0.01960889,0.7027218,0.003287051,0.004039598,0.001091492,0.0009402186,0.002711097,0.001137047,0.001948384,0.009209693,0.2362345],"study_design_scores_gemma":[0.001299512,0.01273543,0.9781175,0.0006548917,0.001809427,0.0003734718,0.0005921943,0.0008810993,0.0003397702,0.0003292871,0.002837963,0.00002943671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817644,0.005420372,0.0001047993,0.003131154,0.0002080751,0.0001898734,0.0006582142,0.00001323844,0.008509845],"genre_scores_gemma":[0.9979404,0.0007850025,0.0002062714,0.0004957478,0.0001091548,0.00004912607,0.0001201015,0.000001890372,0.0002923073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370329,"threshold_uncertainty_score":0.04713064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558855994853895,"score_gpt":0.335807910182531,"score_spread":0.320219350233992,"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."}}