{"id":"W4403422492","doi":"10.1213/ane.0000000000007243","title":"A Bibliometric Study of Patient Registries in Anesthesia","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01020952,0.0003360669,0.001455926,0.05035738,0.001596798,0.003346266,0.001372566,0.0009727922,0.003913048],"category_scores_gemma":[0.09715481,0.000471197,0.001621274,0.1180944,0.0008175514,0.003261699,0.002579676,0.0006751566,0.00084962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010843,"about_ca_system_score_gemma":0.005561097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669047,"about_ca_topic_score_gemma":0.02419271,"domain_scores_codex":[0.9736856,0.007848986,0.009237086,0.00237817,0.005803868,0.001046317],"domain_scores_gemma":[0.8326777,0.07473148,0.05932384,0.008224713,0.02245799,0.002584112],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008340595,0.00003888863,0.9951684,0.0002203916,0.000246041,0.00006248628,0.00024245,0.0000682151,0.00004602346,0.0001908173,0.0007035666,0.00292925],"study_design_scores_gemma":[0.00001558375,0.00005636214,0.9957715,0.0001020365,0.0002993946,0.0003588125,0.001074743,0.0003782296,0.00007339647,0.0001148627,0.00174058,0.00001450735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589134,0.004145422,0.0005721159,0.000471537,0.00002790809,0.0001480807,0.03075366,0.0000736989,0.004894216],"genre_scores_gemma":[0.9803683,0.001655317,0.0006584373,0.00006691098,0.00004352125,0.0001120776,0.01677155,0.00001749041,0.0003063909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897905,"threshold_uncertainty_score":0.0539937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166849531413311,"score_gpt":0.283848790020007,"score_spread":0.2671638368786758,"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."}}