{"id":"W2945898768","doi":"10.1001/jama.2019.2036","title":"Need for Randomized Trials to Support Procedural Interventions","year":2019,"lang":"en","type":"letter","venue":"JAMA","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; MEDLINE; Psychiatry; Law","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.321536,0.001987185,0.006400569,0.006035522,0.00263249,0.01293905,0.006835301,0.02682403,0.06398002],"category_scores_gemma":[0.7726663,0.00279092,0.007420923,0.005219786,0.006494749,0.02319205,0.005641072,0.0274157,0.01732762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060175,"about_ca_system_score_gemma":0.03409178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243851,"about_ca_topic_score_gemma":0.004697075,"domain_scores_codex":[0.6138546,0.3191499,0.03347017,0.008620544,0.02188582,0.003018989],"domain_scores_gemma":[0.09386851,0.8287517,0.01944651,0.0201002,0.03051602,0.007317028],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009009469,0.0006646243,0.001669395,0.02737405,0.003718152,0.00037975,0.0004720924,0.001032103,0.000230061,0.05922091,0.6651716,0.2310577],"study_design_scores_gemma":[0.04126953,0.001881019,0.002311321,0.0852245,0.002645672,0.0004936277,0.0007129136,0.003156716,0.0004598943,0.2530713,0.6085271,0.0002464027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007293515,0.03496597,0.009030194,0.8913159,0.04235478,0.00309585,0.001462348,0.0004330221,0.01661262],"genre_scores_gemma":[0.0240851,0.02119014,0.06284969,0.8290199,0.04305701,0.01384946,0.001649512,0.0004553851,0.003843813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6784641,"threshold_uncertainty_score":0.8366669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5365058071328604,"score_gpt":0.4932993903804295,"score_spread":0.04320641675243098,"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."}}