{"id":"W2053915543","doi":"10.1378/chest.126.4.1048","title":"Respiratory Health Survey of Respiratory Therapists","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Respiratory system; Intensive care medicine; Respiratory therapist; 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":[0.001395208,0.00009362901,0.0002606161,0.0001177999,0.00008947244,0.00001159034,0.00007948917,0.0000569437,0.00008040475],"category_scores_gemma":[0.0001701135,0.00007432475,0.00008186307,0.0001847565,0.00007095135,0.00007274277,0.0000111525,0.0003124384,0.00002452188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302337,"about_ca_system_score_gemma":0.00152289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007622418,"about_ca_topic_score_gemma":0.00008331786,"domain_scores_codex":[0.9988077,0.0001172854,0.0004488513,0.0001063459,0.0003393738,0.0001805019],"domain_scores_gemma":[0.9989935,0.00004781523,0.0002704568,0.0001668233,0.0002961279,0.0002253307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009567433,0.000943031,0.9122809,0.0003143943,0.0002254348,0.000200821,0.001407521,0.00008354296,0.0214004,0.0008451751,0.01688202,0.04446007],"study_design_scores_gemma":[0.001795616,0.0008880364,0.9755428,0.0001577642,0.000005455388,0.00009565757,0.00002907624,2.965721e-7,0.004222691,0.0001941416,0.01700484,0.00006360465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922332,0.00454983,0.0006357634,0.001266375,0.000236872,0.000113923,0.00001429771,0.00001641726,0.0009333585],"genre_scores_gemma":[0.994779,0.00006022772,0.0007037785,0.003986585,0.0003882937,9.60761e-7,0.000007473348,0.00001712163,0.00005656194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06326198,"threshold_uncertainty_score":0.3030875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0802980843964299,"score_gpt":0.3567904832360977,"score_spread":0.2764923988396678,"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."}}