{"id":"W2999893877","doi":"10.2147/jaa.s230892","title":"&lt;p&gt;Confounding Patient Factors Affecting the Proper Interpretation of the Periostin Level as a Biomarker in Asthma Development&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Journal of Asthma and Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Periostin; Asthma; Biomarker; Confounding; Interpretation (philosophy); 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":[0.0002836787,0.0001821172,0.0003398156,0.0001117982,0.0001407621,0.00003855116,0.0001390898,0.00006537561,0.000106127],"category_scores_gemma":[0.0005423716,0.00008886725,0.0001654235,0.000246238,0.0001272431,0.00013841,0.00009692965,0.0002385351,0.000002787311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806273,"about_ca_system_score_gemma":0.0003496205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004697155,"about_ca_topic_score_gemma":0.00002628175,"domain_scores_codex":[0.9984103,0.0001653801,0.0006353676,0.0001547767,0.000441617,0.0001925732],"domain_scores_gemma":[0.9989382,0.0001205364,0.0005039166,0.0001010102,0.0001683723,0.0001679461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003510225,0.0006776428,0.07308449,0.0005216455,0.0008501699,0.0003296573,0.09101038,0.000468407,0.3676256,0.0001819928,0.001706726,0.4600331],"study_design_scores_gemma":[0.001815368,0.001113054,0.9079281,0.001302019,0.00003307629,0.0002425902,0.007948807,0.001155126,0.008492358,0.000008950386,0.06974787,0.0002126783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966192,0.001049931,0.0002053054,0.001084279,0.0001937128,0.0002177608,0.000002160541,0.000005657555,0.0006220337],"genre_scores_gemma":[0.9991173,0.00003295556,0.0001735444,0.000487463,0.0000817226,0.000002310485,0.000001452961,0.00001847,0.00008483254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8348436,"threshold_uncertainty_score":0.3623901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363790936687793,"score_gpt":0.2593237234823459,"score_spread":0.235685814115468,"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."}}