{"id":"W2123194685","doi":"10.1186/2052-4374-25-25","title":"A Case of Occupational Asthma in a Plastic Injection Process Worker","year":2013,"lang":"en","type":"article","venue":"Annals of Occupational and Environmental Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Occupational asthma; Process (computing); Asthma; Medicine; Environmental health; Occupational exposure; Internal medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001672517,0.0001550015,0.0003269899,0.0002653806,0.00003751815,0.000002695126,0.00003707641,0.00007839328,0.0009421443],"category_scores_gemma":[0.0001424498,0.0001224924,0.00004822867,0.0002043417,0.0002891684,0.0001951423,0.00002429035,0.0001170173,0.00001193015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001789071,"about_ca_system_score_gemma":0.00005186839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002781658,"about_ca_topic_score_gemma":0.00002056048,"domain_scores_codex":[0.9986325,0.00002896924,0.0005509463,0.0002208607,0.000411536,0.0001552263],"domain_scores_gemma":[0.9993064,0.0001902698,0.0001992009,0.0001064341,0.000073945,0.0001236913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001924166,0.0007165275,0.9748458,0.000193784,0.00007976098,0.0001011277,0.000864683,0.0002852661,0.004458397,0.0003163628,0.0008670618,0.01534706],"study_design_scores_gemma":[0.00147904,0.001045401,0.992856,0.0002558979,0.00002055371,0.0008332748,0.0007938896,0.001367216,0.0007889917,0.000381545,0.0000772695,0.0001009709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0002990001,0.0001343492,0.0004496992,0.0000581318,0.0003138631,0.00004941859,0.000006805032,0.0002842679],"genre_scores_gemma":[0.9988406,0.0000513736,0.0002040487,0.0003733128,0.0001254164,0.00004442923,0.0002508459,0.00001084227,0.00009918155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801015,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502391761652236,"score_gpt":0.3305289711432343,"score_spread":0.2855050535267119,"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."}}