{"id":"W4210481809","doi":"10.1136/oemed-2021-107486","title":"Asthma in pesticide users: an update from the Great Britain Prospective Investigation of Pesticide Applicators’ Health (PIPAH) cohort study","year":2022,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"Health and Safety Executive","keywords":"Asthma; Medicine; Wheeze; Logistic regression; Cohort; Incidence (geometry); Population; Environmental health; Pediatrics; Cohort study; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003214919,0.0005998805,0.001042902,0.002077717,0.000530306,0.001097389,0.0009780597,0.0007766045,0.002164521],"category_scores_gemma":[0.003831146,0.000801141,0.0008459783,0.005077705,0.0002176523,0.0006335035,0.001328635,0.0008640494,0.00143857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652495,"about_ca_system_score_gemma":0.0009018367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06097838,"about_ca_topic_score_gemma":0.09635907,"domain_scores_codex":[0.9975937,0.0008101082,0.0004493825,0.0002698099,0.0006968973,0.0001800495],"domain_scores_gemma":[0.9959558,0.00045019,0.0009982279,0.000577065,0.001596229,0.0004224403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003652463,0.00006600186,0.9692568,0.0005478446,0.0003399506,0.0002858039,0.0006377595,0.00004710216,0.0004205339,0.00004337628,0.01833327,0.00965621],"study_design_scores_gemma":[0.00003960215,0.00002186229,0.9956911,0.00009266223,0.0000610039,0.000105339,0.0001121825,0.00001986797,0.00001932957,0.000006847131,0.003824817,0.000005402232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7876131,0.02010993,0.001778745,0.002014644,0.0005528393,0.001757484,0.1770417,0.0001599921,0.00897155],"genre_scores_gemma":[0.7652647,0.01911747,0.003449731,0.001768263,0.0005472368,0.004451092,0.197904,0.0001257359,0.007371683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06097838,"threshold_uncertainty_score":0.1212469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422733696744739,"score_gpt":0.2670073755823575,"score_spread":0.2527800386149102,"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."}}