{"id":"W1854634845","doi":"10.1002/alr.21344","title":"Update on evidence‐based reviews with recommendations in adult chronic rhinosinusitis","year":2014,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rhinology; Medicine; Chronic rhinosinusitis; Evidence-based medicine; Foundation (evidence); Alternative medicine; MEDLINE; Best practice; Best evidence; Patient care; Intensive care medicine; Family medicine; Nursing; Pathology; Otorhinolaryngology; Surgery; Management","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":[0.01268164,0.002081224,0.006138956,0.01523249,0.0008960317,0.003907493,0.004252374,0.00480496,0.008403805],"category_scores_gemma":[0.05430197,0.001308648,0.006911241,0.01217374,0.0009451078,0.004406421,0.002479017,0.003599337,0.002651483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003845732,"about_ca_system_score_gemma":0.01333777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008625557,"about_ca_topic_score_gemma":0.01912126,"domain_scores_codex":[0.9890459,0.002761335,0.004582271,0.0005253035,0.002775845,0.0003092954],"domain_scores_gemma":[0.9634191,0.01915879,0.007326737,0.0006626614,0.008875711,0.00055694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001922139,0.00004341923,0.0003727215,0.6052543,0.002565566,0.0002408274,0.0002764364,0.0001740256,0.0003643764,0.001438157,0.08352457,0.3055534],"study_design_scores_gemma":[0.0001147069,0.000071195,0.001024799,0.6386141,0.007997104,0.0003717094,0.0001157241,0.0000735221,0.0001294528,0.001147763,0.3502986,0.00004129112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001038574,0.9934323,0.0002592028,0.002407692,0.002375015,0.0002244304,0.0003338209,0.00002749524,0.0008362119],"genre_scores_gemma":[0.0008685442,0.9930346,0.00163146,0.002790895,0.0006156028,0.0002938492,0.0003221957,0.000009291878,0.0004337094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01523249,"threshold_uncertainty_score":0.06706774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06827297312977246,"score_gpt":0.381419793867493,"score_spread":0.3131468207377205,"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."}}