{"id":"W2942879380","doi":"10.7939/r3f18sx1c","title":"Respiratory Health and Occupations among Canadian Adolescents and Adults","year":2018,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health; Psychology; Demography; Sociology","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":[0.0005029914,0.0002962767,0.0003457171,0.002229498,0.002617596,0.001122284,0.0008786237,0.0003663088,0.003122588],"category_scores_gemma":[0.001033022,0.0002627013,0.0005179202,0.004722884,0.0003728138,0.0002609471,0.0005563855,0.0004421428,0.000398459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503636,"about_ca_system_score_gemma":0.02002675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908098,"about_ca_topic_score_gemma":0.9955714,"domain_scores_codex":[0.9992648,0.00001966249,0.00003852155,0.00009504136,0.0003924049,0.0001896226],"domain_scores_gemma":[0.9994082,0.00001901243,0.0001324593,0.00001436975,0.0002857641,0.0001400268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000032637,0.00003363045,0.9873669,0.00009998089,0.00002770371,0.0001163975,0.002087133,0.00002899245,0.0001253424,0.0001593936,0.002987574,0.006934357],"study_design_scores_gemma":[0.000001809635,0.00001109872,0.9965484,0.00004291642,0.000009841864,0.00003800556,0.001361946,0.00002349768,0.00001725348,0.000010493,0.00193098,0.000003977792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971008,0.002468544,0.00005658202,0.0004054969,0.00003539027,0.0001043268,0.01616997,0.00001260297,0.009739181],"genre_scores_gemma":[0.9876541,0.002633803,0.0002223334,0.000219419,0.0000151686,0.00006580536,0.005483728,0.000005818521,0.003699733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503636,"threshold_uncertainty_score":0.1090969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007600946837829197,"score_gpt":0.203703416402551,"score_spread":0.1961024695647218,"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."}}