{"id":"W2396674089","doi":"","title":"Using response to a standardized treatment to identify phenotypes for genetic studies of chronic rhinosinusitis.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Atopy; Chronic rhinosinusitis; Asthma; Nasal polyps; Population; Sinusitis; Budesonide; Internal medicine; Intensive care medicine; Immunology","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":[0.006338636,0.0006278702,0.0006664059,0.001593368,0.000339471,0.0005035215,0.0005347538,0.0006878524,0.001302871],"category_scores_gemma":[0.01171997,0.0001249662,0.0007559616,0.001601509,0.0006918375,0.0006150461,0.0007469385,0.000475475,0.0003626348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904313,"about_ca_system_score_gemma":0.0006524987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007696901,"about_ca_topic_score_gemma":0.0007950304,"domain_scores_codex":[0.9899104,0.005825193,0.001514059,0.0008346142,0.001646644,0.0002690632],"domain_scores_gemma":[0.9911205,0.002439142,0.004239248,0.0009710771,0.0009687147,0.0002612654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007858108,0.0004089391,0.9661897,0.0002473672,0.0001513372,0.0002070648,0.0002782383,0.0002937829,0.006042937,0.0001102299,0.0003626924,0.02492186],"study_design_scores_gemma":[0.0001055065,0.003095726,0.9916501,0.00008375022,0.00007289395,0.0005769989,0.0003478747,0.0005547535,0.002335829,0.00009204234,0.001064536,0.00002010939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818702,0.001238686,0.008036026,0.0002454477,0.00007311266,0.003050062,0.002494454,0.0000634532,0.00292856],"genre_scores_gemma":[0.9834854,0.000390584,0.009553434,0.0001686345,0.0000564064,0.003746724,0.002255592,0.00001764187,0.0003255724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006338636,"threshold_uncertainty_score":0.03352237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08700174907550196,"score_gpt":0.387328123128679,"score_spread":0.3003263740531771,"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."}}