{"id":"W6964602627","doi":"10.25384/sage.c.7174789.v1","title":"Epidemiology and Healthcare Expenditure for Skin Disease in Emergency Departments in Alberta, Canada","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Incidence (geometry); Cellulitis; Population; Disease; Health care; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004899704,0.0003230266,0.0002288968,0.002478916,0.001196752,0.00117145,0.001231144,0.000308794,0.003856906],"category_scores_gemma":[0.002379532,0.0002369805,0.0005324934,0.004464979,0.00049364,0.0003213823,0.0007585858,0.0007979201,0.0002255619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03963031,"about_ca_system_score_gemma":0.03540623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931419,"about_ca_topic_score_gemma":0.9940428,"domain_scores_codex":[0.9986063,0.0001027538,0.00008216668,0.00009397099,0.0007076941,0.0004072069],"domain_scores_gemma":[0.9971828,0.0001720173,0.0006174674,0.00004242584,0.001113603,0.0008717487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006156745,0.00004711567,0.974012,0.0001429622,0.00009012381,0.0003020873,0.0002414589,0.0007109673,0.0001075783,0.0004221729,0.01383871,0.01002325],"study_design_scores_gemma":[0.00001005377,0.00001447009,0.9957878,0.000105005,0.00002339155,0.0001891301,0.0006614053,0.0005459217,0.00002859228,0.00005626254,0.00256726,0.00001066569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319461,0.008696332,0.0003973022,0.005860775,0.0001590982,0.0001441841,0.03056007,0.00008943439,0.02214666],"genre_scores_gemma":[0.9846157,0.003886333,0.0004768131,0.0006799934,0.00005796664,0.000030163,0.00765888,0.00001530997,0.002578905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03963031,"threshold_uncertainty_score":0.2875394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193304236402692,"score_gpt":0.3906907560006838,"score_spread":0.3187577136366569,"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."}}