{"id":"W2317546692","doi":"10.1097/jom.0000000000000218","title":"Secondary Prevention of Work-Exacerbated Asthma","year":2014,"lang":"en","type":"letter","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Asthma; Medicine; Occupational asthma; Socioeconomic status; Population; Environmental health; Quality of life (healthcare); Public health; Internal medicine; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003912242,0.0002688938,0.0008219649,0.0003294497,0.00004196976,0.000004800338,0.00009629028,0.0003558361,0.001545716],"category_scores_gemma":[0.0000700212,0.0001927331,0.0002043942,0.0001065525,0.0003151298,0.000109103,0.00003385525,0.001041731,0.00001015668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877168,"about_ca_system_score_gemma":0.0001291593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004783867,"about_ca_topic_score_gemma":2.581854e-7,"domain_scores_codex":[0.9974424,0.00008666793,0.001060067,0.0001982696,0.001047066,0.000165515],"domain_scores_gemma":[0.9982826,0.0001803354,0.00117035,0.0001568014,0.00008027467,0.0001296183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001599658,0.0002220268,0.03345631,0.0004396579,0.000490725,0.000276829,0.0001411357,0.000009493507,0.001638179,0.00001482166,0.9364905,0.0252207],"study_design_scores_gemma":[0.003771608,0.003492997,0.4017222,0.00166259,0.00042381,0.001568089,0.00006680112,0.00002070191,0.0002320161,0.0002207571,0.5866131,0.0002053114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5114748,0.00699091,0.001469,0.4749118,0.001371486,0.0007791303,0.0001649703,0.00002032988,0.002817532],"genre_scores_gemma":[0.7603766,0.000901066,0.002372093,0.2150025,0.01209155,0.000008211381,0.003097194,0.00008474375,0.006066055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682659,"threshold_uncertainty_score":0.999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229405966680275,"score_gpt":0.2724789524511836,"score_spread":0.2501848927843809,"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."}}