{"id":"W2977630828","doi":"10.14309/00000434-200410001-00743","title":"THE ROLE OF PLASTIC STENTS, ADJUVANT THERAPY AND METAL STENTS IN DISTAL MALIGNANT BILIARY OBSTRUCTION. A SYSTEMATIC REVIEW AND SERIES OF META-ANALYSES","year":2004,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Stent; Adjuvant therapy; Biliary stent; Radiology; General surgery; Surgery; Chemotherapy","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":[0.02028341,0.00307412,0.01792835,0.009303027,0.0005549838,0.003229534,0.0017621,0.002056966,0.001886645],"category_scores_gemma":[0.04536522,0.001611924,0.03490938,0.009694105,0.0007876937,0.001839682,0.001293372,0.001432654,0.000215531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329066,"about_ca_system_score_gemma":0.002977693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005438935,"about_ca_topic_score_gemma":0.01243619,"domain_scores_codex":[0.9850805,0.008019033,0.00398838,0.001314398,0.001345555,0.0002521322],"domain_scores_gemma":[0.959062,0.03143786,0.00630256,0.001046011,0.001816348,0.0003353249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001755437,0.00002035349,0.004600821,0.3069504,0.672383,0.0001457151,0.00006288299,0.0005298652,0.0002039902,0.0001088107,0.0005228876,0.01271582],"study_design_scores_gemma":[0.0004016901,0.0001573434,0.003387548,0.02047018,0.97374,0.0001287228,0.000036633,0.0001537563,0.0000830807,0.0001662117,0.001256641,0.00001818158],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001943029,0.9973558,0.0001992132,0.00008452879,0.00008146633,0.00008758042,0.0001483971,0.000008659744,0.00009128705],"genre_scores_gemma":[0.1019841,0.8945818,0.001610947,0.0005143543,0.0002607765,0.0004771318,0.0003754797,0.00002229244,0.0001731615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02028341,"threshold_uncertainty_score":0.1072702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815580834025282,"score_gpt":0.3253994691871049,"score_spread":0.2772436608468521,"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."}}