{"id":"W77735018","doi":"10.1155/2013/562104","title":"Development of a Web‐Based, Work‐Related Asthma Educational Tool for Patients with Asthma","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Ontario Ministry of Labour; St. Michael's Hospital; McMaster University; University of Toronto","funders":"Newfoundland and Labrador; Canadian Lung Association","keywords":"Medicine; Asthma; Test (biology); Asthma management; Focus group; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002267583,0.0001551675,0.0002157104,0.0004002419,0.0002164274,0.00003947549,0.0001030855,0.00009606852,0.001735644],"category_scores_gemma":[0.0001110787,0.0001255664,0.00008382038,0.0002521701,0.00005678135,0.0001485429,0.000005846454,0.0002160744,0.00007702509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608314,"about_ca_system_score_gemma":0.009115854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008963773,"about_ca_topic_score_gemma":0.001147974,"domain_scores_codex":[0.9985818,0.00002925363,0.0005154809,0.0001648424,0.0003705825,0.0003380745],"domain_scores_gemma":[0.9979434,0.00005957423,0.000224879,0.0001439525,0.0009730593,0.0006551159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000279093,0.0002829497,0.9027274,0.00005942784,0.0001878188,0.00001284683,0.000214595,0.00004666203,0.0002590221,0.0003780542,0.02791252,0.06763963],"study_design_scores_gemma":[0.002784653,0.0003608814,0.8282008,0.000188163,0.00001347488,0.00001563304,0.00003125941,0.00002061388,0.0001139849,0.0000437116,0.1680757,0.0001511685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973115,0.000104101,0.0001634243,0.0008817839,0.0001772128,0.0005529552,0.00002683693,0.000006889501,0.0007753374],"genre_scores_gemma":[0.9822854,2.796145e-7,0.01514809,0.001755462,0.0001932236,0.00006954654,0.00007218243,0.00003073745,0.0004450234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1401632,"threshold_uncertainty_score":0.9991769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183351391207368,"score_gpt":0.2385245651375797,"score_spread":0.226691051225506,"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."}}