{"id":"W2559805521","doi":"10.1097/jom.0000000000000886","title":"Prospective Impact of Psychiatric Disorders on Employment Status and Health Care Use in Patients Investigated for Occupational Asthma","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asthma; Odds ratio; Confidence interval; Emergency department; Population; Psychiatry; Occupational medicine; Prospective cohort study; Emergency medicine; Occupational exposure; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682096,0.0001580786,0.0003566907,0.0003083376,0.00004793885,0.000003471054,0.00002957324,0.00004656602,0.00004100668],"category_scores_gemma":[0.0001098134,0.0000902902,0.00007705532,0.00009795815,0.0001771683,0.0001730123,0.0000150013,0.00009147667,4.813242e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630621,"about_ca_system_score_gemma":0.0001850332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009278221,"about_ca_topic_score_gemma":0.00003191277,"domain_scores_codex":[0.9985424,0.00003228632,0.0005995625,0.0001696449,0.0004905387,0.000165607],"domain_scores_gemma":[0.9990491,0.0001497124,0.0004308707,0.00006827236,0.000070338,0.0002317327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004733996,0.0003987797,0.9816305,0.00003498832,0.00007215088,7.513377e-7,0.0003179248,0.00001835292,0.00018475,0.00009117923,0.000460033,0.01205658],"study_design_scores_gemma":[0.01055959,0.01216047,0.9763051,0.0002785836,0.00002731647,0.000008424262,0.0001365018,0.00001198123,0.00003670458,0.0002217803,0.000171769,0.0000818034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978397,0.0004644992,0.0001156641,0.0007424026,0.00007914567,0.0004680075,0.0002772805,0.000002285039,0.00001096752],"genre_scores_gemma":[0.9982417,0.0002888487,0.0008634216,0.0002815116,0.0001181988,0.000008589106,0.0001684198,0.00001222169,0.00001710108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197478,"threshold_uncertainty_score":0.3681927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099297536749319,"score_gpt":0.3167430517886957,"score_spread":0.2957500764212025,"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."}}