{"id":"W6976942534","doi":"10.6084/m9.figshare.14135057.v1","title":"Hot spots for pediatric asthma emergency department visits in Ottawa, Canada","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Emergency department; Census; Ethnic group; Cohort; Retrospective cohort study; Geographic variation","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":[0.000627218,0.0006461269,0.0007709846,0.002558479,0.007070625,0.002440384,0.002570115,0.0006788064,0.005515414],"category_scores_gemma":[0.002543382,0.000691446,0.001463527,0.006446029,0.00105137,0.0007244854,0.002181908,0.001311537,0.0005233091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07598917,"about_ca_system_score_gemma":0.105105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980896,"about_ca_topic_score_gemma":0.9993556,"domain_scores_codex":[0.9978467,0.0001020349,0.0002188971,0.0003549965,0.0006376939,0.0008397123],"domain_scores_gemma":[0.9949749,0.0002004112,0.0009866722,0.0001362519,0.002040453,0.001661276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024154,0.0000425382,0.9738988,0.0002475553,0.0001232531,0.0003511471,0.00152008,0.0002803759,0.0002595778,0.0004264208,0.01500324,0.007744593],"study_design_scores_gemma":[0.00001389479,0.00001839499,0.9920418,0.000202729,0.00005264063,0.0001684988,0.003100567,0.0003862249,0.00007520133,0.00006806164,0.003825648,0.00004635154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865323,0.007252407,0.0005597731,0.004400849,0.0002430093,0.0006473411,0.0805111,0.0002393623,0.01961398],"genre_scores_gemma":[0.978693,0.002664499,0.00152242,0.0009716097,0.00004376576,0.0002395627,0.0111421,0.00005164042,0.004671361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07598917,"threshold_uncertainty_score":0.5513426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799011885850445,"score_gpt":0.213671711563439,"score_spread":0.1956815927049345,"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."}}