{"id":"W3152275327","doi":"10.5334/aogh.3158","title":"The Impact of International Research Collaborations on the Citation Metrics and the Scientific Potential of South American Palliative Care Research: Bibliometric Analysis","year":2021,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Scopus; Web of science; Citation; Medicine; Palliative care; Family medicine; Library science; MEDLINE; Meta-analysis; Political science; Internal medicine; Nursing; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005885573,0.00007842382,0.0003930758,0.007359231,0.0003724408,0.00005626146,0.0002547312,0.0000317188,0.00001296778],"category_scores_gemma":[0.009641092,0.00003917722,0.0002094235,0.1603723,0.001848054,0.00004472993,0.000104168,0.0002140623,9.570654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652178,"about_ca_system_score_gemma":0.001734947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004373021,"about_ca_topic_score_gemma":0.0006290026,"domain_scores_codex":[0.9958154,0.001326878,0.0004865873,0.0002069957,0.001888612,0.0002755064],"domain_scores_gemma":[0.9842539,0.002932625,0.0004583853,0.0003935959,0.01185698,0.0001045377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003406238,0.0006997618,0.8527874,0.0003289485,0.004938953,0.0000074518,0.03378819,0.001065388,0.000364672,0.03599213,0.02547462,0.04114621],"study_design_scores_gemma":[0.0006908784,0.001115907,0.9172224,0.0001985733,0.00008914212,3.362565e-7,0.07669714,0.0009084587,0.001333664,0.001135587,0.0005668294,0.000041119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687698,0.0137517,0.0001163823,0.01532252,0.00006459519,0.0003602743,0.0008073355,0.000002614001,0.0008047798],"genre_scores_gemma":[0.9889714,0.01066393,0.000141365,0.00006878836,0.00003572749,0.000008729932,0.00006961823,0.000003867659,0.0000366342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530131,"threshold_uncertainty_score":0.9987011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5203203345947811,"score_gpt":0.6278732864226644,"score_spread":0.1075529518278833,"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."}}