{"id":"W2999893877","doi":"10.2147/jaa.s230892","title":"<p>Confounding Patient Factors Affecting the Proper Interpretation of the Periostin Level as a Biomarker in Asthma Development</p>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01419782,0.0006077178,0.000967603,0.0007289001,0.0006243566,0.002723786,0.001077447,0.001006646,0.008453282],"category_scores_gemma":[0.02759636,0.0003814544,0.0009398386,0.001385638,0.001326407,0.001085852,0.001343096,0.00140418,0.00206591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661721,"about_ca_system_score_gemma":0.001483629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481811,"about_ca_topic_score_gemma":0.002576735,"domain_scores_codex":[0.9905351,0.004807265,0.001109911,0.001379155,0.001804313,0.0003641961],"domain_scores_gemma":[0.9716386,0.0175943,0.005046126,0.002834803,0.002392276,0.000493736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00294081,0.0002095075,0.7160547,0.004240472,0.001543248,0.001773727,0.0009118466,0.002150006,0.0357459,0.002834373,0.04910368,0.1824917],"study_design_scores_gemma":[0.0002820698,0.001143532,0.7921173,0.001673317,0.001212973,0.005622877,0.00116885,0.02462196,0.0460129,0.01286202,0.1130968,0.0001854978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6803681,0.02560493,0.2015002,0.02616282,0.003725369,0.001845549,0.03495931,0.002607279,0.02322653],"genre_scores_gemma":[0.9152412,0.003024267,0.05995999,0.006072287,0.0009612252,0.001609045,0.00811372,0.0006798984,0.004338389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419782,"threshold_uncertainty_score":0.07508618,"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."}}