{"id":"W4406091008","doi":"10.58931/cait.2024.4372","title":"Occupational Asthma Management","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital","funders":"","keywords":"Asthma; Occupational asthma; Business; Asthma management; Medicine; Immunology","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":[0.0007517962,0.0005066007,0.0008196036,0.0007070795,0.001524552,0.001048235,0.001174614,0.001338593,0.02722106],"category_scores_gemma":[0.002315986,0.0001292266,0.0008526784,0.0004973965,0.0001508156,0.0006735679,0.001027698,0.001837906,0.007931264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119289,"about_ca_system_score_gemma":0.002313793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033755,"about_ca_topic_score_gemma":0.007927753,"domain_scores_codex":[0.9988955,0.0001473155,0.0001143023,0.0001338103,0.0004796522,0.0002293032],"domain_scores_gemma":[0.9992519,0.00008535534,0.0001065403,0.00003927041,0.0003001856,0.0002167408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001634234,0.001085266,0.03687868,0.001546527,0.00012382,0.002616856,0.0004665252,0.0003976289,0.001654084,0.001758937,0.327702,0.6256062],"study_design_scores_gemma":[0.0001302681,0.0004023424,0.0646041,0.006221124,0.0001433652,0.00747414,0.0009211774,0.0006019046,0.0008506874,0.00292416,0.9156771,0.0000495316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05821,0.2077464,0.01821429,0.0705198,0.00901363,0.00405974,0.007341495,0.00288424,0.6220105],"genre_scores_gemma":[0.5378474,0.1515677,0.01874845,0.04904297,0.008783856,0.002523023,0.0134137,0.0003811416,0.2176918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02722106,"threshold_uncertainty_score":0.0910635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009401310819898622,"score_gpt":0.2518362705131878,"score_spread":0.2424349596932892,"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."}}