{"id":"W2332814787","doi":"10.1155/2004/607625","title":"Cartography of Emergency Department Visits for Asthma – Targeting High‐Morbidity Populations","year":2004,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Emergency department; Asthma; Medical emergency; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002998503,0.0001841143,0.0003065783,0.0005039703,0.0004725796,0.00001895851,0.0001215975,0.0001119184,0.0003447386],"category_scores_gemma":[0.000178865,0.0001671325,0.0003702661,0.0003142257,0.00004788933,0.0001218767,0.00001048376,0.0002185447,0.00001011956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001929,"about_ca_system_score_gemma":0.001896804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703019,"about_ca_topic_score_gemma":0.01599462,"domain_scores_codex":[0.9983792,0.00005369581,0.000594141,0.0002120744,0.0002885809,0.0004722782],"domain_scores_gemma":[0.997739,0.00001227058,0.0002420107,0.0002155818,0.0004373447,0.001353842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301984,0.0006414944,0.8720234,0.0004839271,0.0005103342,0.001190974,0.0004794198,0.003259913,0.01673867,0.01051378,0.06941864,0.02430924],"study_design_scores_gemma":[0.003082588,0.001120643,0.6704967,0.0001874422,0.0002018072,0.00009237515,0.0002839168,0.000008820864,0.003061559,0.002049712,0.319033,0.0003813859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933575,0.003081479,0.001166801,0.000455234,0.0009912725,0.0004517872,0.0002253527,0.00002059911,0.0002499256],"genre_scores_gemma":[0.9967142,0.00002237338,0.001506453,0.0007743165,0.0008579065,0.00002248324,0.00003477548,0.00003462021,0.00003284782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496144,"threshold_uncertainty_score":0.8925375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452149887289552,"score_gpt":0.3014729805430281,"score_spread":0.2669514816701326,"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."}}