{"id":"W4362521508","doi":"10.1111/cea.14311","title":"Comparison of evidence of treatment effects in randomized and nonrandomized studies on allergen immunotherapy","year":2023,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Cochrane","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Internal medicine; Allergen immunotherapy; Confidence interval; Strictly standardized mean difference; Immunotherapy; Physical therapy; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001538247,0.0005555487,0.012043,0.0002481862,0.00003476672,0.00000695674,0.0001205633,0.0003782136,0.00003379427],"category_scores_gemma":[0.001679054,0.0003191892,0.001593461,0.0001879682,0.0005669642,0.0000363843,0.00009353552,0.0002569149,0.00001470727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030838,"about_ca_system_score_gemma":0.0002014526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006921861,"about_ca_topic_score_gemma":0.00001876927,"domain_scores_codex":[0.9931682,0.001836386,0.00383627,0.000600218,0.0003335302,0.0002254367],"domain_scores_gemma":[0.9850259,0.01292854,0.001411145,0.0004269811,0.00009277839,0.0001145911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3571144,0.008979922,0.00006434259,0.01973063,0.02527937,0.000228651,0.008841402,0.00003813293,0.0002659693,0.0008659643,0.0003876984,0.5782035],"study_design_scores_gemma":[0.7486102,0.02114349,0.00005243927,0.1826168,0.002102628,0.00003072924,0.00166495,0.0006561677,0.001164231,0.0001220008,0.04081333,0.001022972],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01173838,0.9838803,0.00000752391,0.0000359663,0.0005844249,0.003604731,0.000004353581,0.00003069892,0.0001136295],"genre_scores_gemma":[0.01195132,0.9867389,0.0002275284,0.00004505545,0.0001192774,0.000461928,0.00005200919,0.0000716962,0.0003322619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5771805,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3991021310620149,"score_gpt":0.562914844722886,"score_spread":0.1638127136608711,"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."}}