{"id":"W7030005722","doi":"","title":"Measurement and Protection of Lung Health in Poultry Farmers of Southwestern Ontario","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Spirometry; Chronic bronchitis; Obstructive lung disease; Lung; Bronchitis; Health care; Lung disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467929,0.0001759743,0.0001804876,0.000472204,0.001937768,0.0005192219,0.000521694,0.0001951606,0.001221067],"category_scores_gemma":[0.0007353874,0.0002270427,0.0001661978,0.0009778198,0.0004514281,0.0001816152,0.0003620617,0.0001974247,0.0001959731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008796234,"about_ca_system_score_gemma":0.008028079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623843,"about_ca_topic_score_gemma":0.9897259,"domain_scores_codex":[0.9996361,0.00003671984,0.00002300937,0.00007720412,0.0001219675,0.0001049431],"domain_scores_gemma":[0.9991697,0.00005291631,0.0002224327,0.00002610963,0.0003457023,0.0001832336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000300146,0.00002656533,0.9925942,0.000023467,0.000008433179,0.0001384768,0.002864438,0.00002171508,0.001145037,0.00001725266,0.0004327023,0.00269772],"study_design_scores_gemma":[0.000001090496,0.00001481314,0.9975544,0.000005576378,0.000002289645,0.000022371,0.00191464,0.00002393635,0.00004811603,0.00000268493,0.0004085541,0.000001459913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998042,0.0001107755,0.00005117928,0.00009099545,0.000002537261,0.00002311896,0.0005473723,0.000003229855,0.001128818],"genre_scores_gemma":[0.9971029,0.0002168534,0.0002201707,0.00007044859,0.00000300559,0.00002474752,0.000414512,0.000001889355,0.00194546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03761572,"threshold_uncertainty_score":0.07567441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08392004215873519,"score_gpt":0.2692892866559592,"score_spread":0.185369244497224,"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."}}