{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593287,0.0004068243,0.0003590637,0.001199095,0.001213029,0.001005675,0.0009576392,0.0004606424,0.001037471],"category_scores_gemma":[0.003045047,0.0005317871,0.0009276983,0.002241545,0.0003920913,0.0005589121,0.001190209,0.0009216444,0.0002375791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405605,"about_ca_system_score_gemma":0.002376496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5536097,"about_ca_topic_score_gemma":0.5755369,"domain_scores_codex":[0.9988896,0.0002188604,0.00008797364,0.0002586764,0.0002602293,0.0002847243],"domain_scores_gemma":[0.9979158,0.0001762836,0.0008510959,0.000297151,0.0004072324,0.0003524623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003072276,0.00001621804,0.9992298,0.000003735898,0.00005795553,0.00003025684,0.000147024,0.00002149377,0.00005166,0.00001515203,0.00009164253,0.0003043869],"study_design_scores_gemma":[0.000003469678,0.0000189368,0.9994199,0.000007422847,0.00001880937,0.00003651466,0.0002581349,0.0001099882,0.00001734563,0.000006309026,0.00009994693,0.000003113122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968399,0.0001412424,0.0001562968,0.00005630796,0.000004832961,0.00002794681,0.002527159,0.000004810865,0.0002414756],"genre_scores_gemma":[0.9973347,0.000139558,0.0002744367,0.00002539229,0.000004494968,0.00003269321,0.001949938,0.000003174117,0.0002356063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536097,"threshold_uncertainty_score":0.8980383,"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."}}