{"id":"W2968060426","doi":"10.1002/ppul.24381","title":"Patterns of health care use related to respiratory conditions in early life: A birth cohort study with linked administrative data","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Alberta; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; BC Children's Hospital; University of Toronto; SickKids Foundation; University of British Columbia; Public Health Ontario; Hospital for Sick Children; McMaster University","funders":"Environment Canada; Canadian Institutes of Health Research; Health Canada","keywords":"Medicine; Pediatrics; Demography; Cluster (spacecraft); Cohort study; Emergency department; Population; Cohort; Health care; Low birth weight; Public health; Birth weight; Gerontology; Environmental health; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000258973,0.0002000367,0.0006778658,0.0005006834,0.00005000866,0.000009559812,0.0002515254,0.0001363478,0.0000947523],"category_scores_gemma":[0.0002238875,0.0001631546,0.00003808262,0.0006115834,0.00004417152,0.0001467426,0.0001461691,0.0003280603,0.00006850508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008683506,"about_ca_system_score_gemma":0.001512725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004803727,"about_ca_topic_score_gemma":0.0004909487,"domain_scores_codex":[0.9977652,0.0003430991,0.0006622188,0.0006279512,0.0002562797,0.0003452394],"domain_scores_gemma":[0.99808,0.0001536737,0.0002872513,0.00102387,0.0001626298,0.0002925765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004588709,0.0006870445,0.996801,0.0001227465,0.00007675932,0.0001777236,0.001274296,0.00001150595,0.0000126551,0.00001327079,0.0001836855,0.0001804428],"study_design_scores_gemma":[0.002283204,0.006648255,0.9864121,0.00003158247,0.0001297484,0.000008558355,0.003642684,0.00000456342,0.000002113557,0.000001666527,0.0006848507,0.000150653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955826,0.0006725477,0.000009615144,0.0002235165,0.0001010957,0.002732223,0.00055406,0.00005394583,0.00007039602],"genre_scores_gemma":[0.9987429,0.00003208679,0.00003890793,0.0006268437,0.00006985418,0.00009982917,0.0002347372,0.00003058086,0.0001242944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038888,"threshold_uncertainty_score":0.6653253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741159314951992,"score_gpt":0.3369070331385894,"score_spread":0.2994954399890695,"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."}}