{"id":"W4289527447","doi":"10.1503/cmaj.220052","title":"Occupational hypersensitivity pneumonitis after polyurethane adhesive exposure","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Niagara Health System; University Health Network","funders":"","keywords":"Hypersensitivity pneumonitis; Dry cough; Medicine; Wheeze; Bronchitis; Salbutamol; Occupational lung disease; Pneumonitis; Productive Cough; Sputum; Asthma; Surgery; Lung; Internal medicine; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001189492,0.0001372564,0.0002543926,0.0002771775,0.0005225781,0.00004471671,0.0001029911,0.0001941493,0.01625616],"category_scores_gemma":[0.0009137869,0.0001397682,0.0001855026,0.0003117641,0.00003623885,0.0001171175,0.00003067347,0.001362563,0.0001685815],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551474,"about_ca_system_score_gemma":0.006463632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133985,"about_ca_topic_score_gemma":0.004663598,"domain_scores_codex":[0.9961491,0.0002932807,0.0003950287,0.0001915208,0.002518774,0.0004522627],"domain_scores_gemma":[0.9975522,0.0001689305,0.0001912847,0.0001047034,0.0004949563,0.00148788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002879013,0.0001475936,0.8884726,0.000009310874,0.0002440488,0.007766834,0.0004691629,0.00001278999,0.0001385166,0.0002501557,0.06661101,0.0355901],"study_design_scores_gemma":[0.001337984,0.0002823523,0.717548,0.0000256301,0.00004699326,0.005203547,0.0005997194,0.0000700082,0.0000268986,0.00008073518,0.2746153,0.0001628794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476326,0.0003135139,0.00003517755,0.04603519,0.00116532,0.0001688402,0.0002974732,0.00002603793,0.004325902],"genre_scores_gemma":[0.9732869,0.00001730563,0.0001285282,0.02322577,0.001948251,0.00002714381,0.0001061883,0.00001956243,0.001240324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2080043,"threshold_uncertainty_score":0.9991688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006674759436732093,"score_gpt":0.2327885253882709,"score_spread":0.2261137659515388,"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."}}