{"id":"W2596576245","doi":"10.1016/s0735-1097(17)34583-7","title":"UTILITY OF UNFRACTIONATED HEPARIN IN TRANSRADIAL CARDIAC CATHETERIZATION: A SYSTEMATIC REVIEW AND META-ANALYSIS OF RANDOMIZED STUDIES","year":2017,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Heparin; Randomized controlled trial; Cardiac catheterization; Radial artery; Meta-analysis; Dosing; Occlusion; Cardiology; Internal medicine; Artery","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":[0.009888437,0.002631427,0.01756961,0.003215509,0.0005990757,0.00327264,0.002320902,0.002715113,0.003636027],"category_scores_gemma":[0.02932226,0.001617266,0.03198079,0.003791124,0.0008827149,0.002290756,0.001583573,0.002698122,0.0002527107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880602,"about_ca_system_score_gemma":0.002599999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004431265,"about_ca_topic_score_gemma":0.01271333,"domain_scores_codex":[0.9922632,0.003156628,0.00257656,0.0009557669,0.0007955569,0.0002522693],"domain_scores_gemma":[0.982302,0.01354112,0.002673441,0.0005339141,0.0007481119,0.0002014019],"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":[0.006035815,0.00006056253,0.00456501,0.2719719,0.7023582,0.0001178047,0.0001076903,0.0004162526,0.0002779653,0.0001028984,0.0003900146,0.01359593],"study_design_scores_gemma":[0.001469631,0.0002718556,0.002637443,0.009933664,0.9845116,0.00005953764,0.00004545374,0.0001179706,0.00007591241,0.00013102,0.0007205065,0.00002539207],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008088398,0.9905021,0.0005259829,0.0001152785,0.0001328523,0.0002044737,0.0002477704,0.00002136834,0.0001617235],"genre_scores_gemma":[0.2382967,0.7548788,0.003470655,0.001491485,0.0003460593,0.0005261162,0.0005898736,0.00004158345,0.0003589258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01756961,"threshold_uncertainty_score":0.05229568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131287808851723,"score_gpt":0.4112709249414165,"score_spread":0.2799831160896936,"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."}}