{"id":"W4368347744","doi":"10.21203/rs.3.rs-2430093/v1","title":"Meta-analysis of risk factors for puncture site bleeding after transfemoral artery puncture intervention","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Meta-analysis; Observational study; MEDLINE; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01524,0.004372617,0.02525443,0.007004462,0.0008292035,0.004349253,0.002476882,0.003090822,0.003667672],"category_scores_gemma":[0.03101557,0.001669065,0.06650791,0.006709397,0.0006787682,0.001864037,0.00161358,0.002646653,0.0002733526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912954,"about_ca_system_score_gemma":0.002618477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004891891,"about_ca_topic_score_gemma":0.005210223,"domain_scores_codex":[0.9881554,0.006124374,0.002623506,0.001474781,0.001148392,0.0004736491],"domain_scores_gemma":[0.9844553,0.01135699,0.002203223,0.0007502061,0.001007649,0.0002265542],"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":[0.002735096,0.0000340463,0.006856693,0.07081614,0.913581,0.0001260701,0.00003264713,0.000784174,0.0001962255,0.00009153591,0.0003200893,0.004426248],"study_design_scores_gemma":[0.0004023318,0.0001407394,0.003004574,0.00273259,0.9926217,0.00005964325,0.00001474123,0.0003421751,0.0000859275,0.000142418,0.0004410122,0.00001216266],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01378361,0.9819607,0.001849411,0.0003639076,0.0004514882,0.0003031518,0.0008763723,0.00007739521,0.0003339393],"genre_scores_gemma":[0.4746974,0.5114801,0.006173288,0.001644221,0.001132119,0.002044041,0.001944775,0.00009678574,0.0007871744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02525443,"threshold_uncertainty_score":0.08059776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132170753601385,"score_gpt":0.4260093656604269,"score_spread":0.2127922903002884,"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."}}