{"id":"W7161949635","doi":"10.82308/15468","title":"Risk of pneumonia in asthma patients using inhaled corticosteroids: A quasi-cohort approach","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Pneumonia; COPD; Incidence (geometry); Logistic regression; Observational study; Medical prescription; Respiratory 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":[0.03243196,0.001011191,0.001402454,0.001896389,0.002125355,0.001352143,0.003119125,0.001621326,0.004737561],"category_scores_gemma":[0.02795681,0.001318079,0.004378049,0.001045641,0.001414711,0.001329116,0.002215827,0.001651017,0.0006747063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010413,"about_ca_system_score_gemma":0.002499392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03541469,"about_ca_topic_score_gemma":0.01898121,"domain_scores_codex":[0.9814393,0.01302925,0.000791175,0.002931354,0.0009752089,0.0008337925],"domain_scores_gemma":[0.97797,0.01124234,0.003538832,0.004911927,0.001410435,0.0009264872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005411169,0.001412166,0.9737957,0.0002767078,0.003671617,0.0007152061,0.001974683,0.00200071,0.00087467,0.002465446,0.001246743,0.006155096],"study_design_scores_gemma":[0.002624787,0.01508462,0.8178632,0.000351151,0.005168963,0.002152115,0.004643753,0.1362344,0.001342026,0.006412891,0.007888235,0.0002337531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760947,0.0004969153,0.01644431,0.0004034243,0.0001881199,0.003393048,0.002166938,0.00004970696,0.0007627579],"genre_scores_gemma":[0.9788617,0.000161694,0.01345596,0.0004042248,0.00009736849,0.003834462,0.001885623,0.00002346672,0.001275549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03541469,"threshold_uncertainty_score":0.1715186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009909127907152954,"score_gpt":0.2681356877460628,"score_spread":0.2582265598389099,"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."}}