{"id":"W2183694409","doi":"10.1155/2015/519123","title":"Investigation of Occupational Asthma: Do Clinicians Fail to Identify rRelevant Occupational Exposures?","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Medicine; Occupational asthma; Occupational medicine; Occupational exposure; Asthma; Physical therapy; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388535,0.0002149615,0.0003617233,0.0009399827,0.0001913126,0.0000884924,0.0002113315,0.0001831149,0.0003759074],"category_scores_gemma":[0.001049276,0.0002078574,0.0001745787,0.0005293696,0.0001200722,0.0003138845,0.00002529269,0.0004385245,0.0002366083],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567061,"about_ca_system_score_gemma":0.01020877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199973,"about_ca_topic_score_gemma":0.00842233,"domain_scores_codex":[0.997114,0.0001740303,0.0009709185,0.0002905731,0.00104502,0.0004054766],"domain_scores_gemma":[0.9952253,0.00009362652,0.0003663886,0.0002850394,0.001636086,0.002393576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006289748,0.00003110746,0.8988326,0.00002385467,0.00009589419,0.0002090368,0.000826195,0.0003364667,0.001970591,0.001424661,0.09158085,0.004039801],"study_design_scores_gemma":[0.00156398,0.000768977,0.9034038,0.0001597443,0.00003783694,0.0002396525,0.0004607958,0.00003366984,0.0009030551,0.0005698847,0.09164345,0.0002151157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954122,0.0004239264,0.0006590192,0.001148164,0.0007884535,0.0003030217,0.0001413719,0.00001823498,0.001105629],"genre_scores_gemma":[0.9905579,0.000003294678,0.001498219,0.006365276,0.001291317,0.00001319944,0.00007098767,0.00003197713,0.0001677962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009641703,"threshold_uncertainty_score":0.9954025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071122643329265,"score_gpt":0.3665416235996667,"score_spread":0.2594293592667403,"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."}}