{"id":"W4406770158","doi":"10.35631/ijepc.956050","title":"GLOBAL RESEARCH PATTERNS IN ORGAN DONATION: A BIBLIOMETRIC PERSPECTIVE","year":2024,"lang":"en","type":"article","venue":"International Journal of Education Psychology and Counseling","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Organ donation; Computer science; Medicine; Transplantation; Internal medicine; Artificial intelligence","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01760408,0.0007904717,0.002217866,0.2121066,0.001672824,0.01109997,0.001094146,0.0008512139,0.003453809],"category_scores_gemma":[0.1020851,0.0004055376,0.001382122,0.3557145,0.002053989,0.008311911,0.004611496,0.0007217027,0.0007417123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003315141,"about_ca_system_score_gemma":0.005489076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005883261,"about_ca_topic_score_gemma":0.006727783,"domain_scores_codex":[0.9703954,0.006904247,0.007954251,0.002492186,0.01117594,0.001077932],"domain_scores_gemma":[0.8524129,0.105034,0.02212338,0.004963983,0.01424478,0.001220919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002396164,0.0001051433,0.4573183,0.03743119,0.002538312,0.0009976353,0.025206,0.002583752,0.002639025,0.03890214,0.02098192,0.4110569],"study_design_scores_gemma":[0.00006442043,0.0001900526,0.63995,0.01315922,0.002316455,0.003514373,0.05363988,0.00650534,0.002708979,0.03977431,0.2379167,0.0002603294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.649865,0.1553208,0.02020127,0.01388594,0.0005852623,0.001405711,0.07649275,0.001184352,0.08105892],"genre_scores_gemma":[0.9071021,0.04901966,0.01785767,0.0003974862,0.000438207,0.0008570845,0.02250906,0.0001847936,0.001633986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7878934,"threshold_uncertainty_score":0.09310031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035237133632073,"score_gpt":0.4952386380382312,"score_spread":0.4448862667019104,"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."}}