{"id":"W4411506969","doi":"10.59788/resp.v3i1.149","title":"SCIENTOMETRIC ANALYSIS OF RESEARCH ON TUBERCULOSIS IN THE HOMELESS POPULATION IN SOUTH AMERICA, 2013 - 2023","year":2025,"lang":"en","type":"article","venue":"Revista de Epidemiologia e Saúde Pública - RESP","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Tuberculosis; Web of science; Population; Socioeconomic status; Geography; Medicine; Environmental health; Library science; Meta-analysis; Computer science; Pathology","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":["metaresearch"],"category_scores_codex":[0.03773707,0.0001048228,0.0005566694,0.007574714,0.0003238739,0.00009151611,0.0006232844,0.0001885192,0.000167134],"category_scores_gemma":[0.03726931,0.00008028888,0.0001389537,0.04974154,0.0003101358,0.0001022798,0.0000512694,0.0004982432,0.00003234255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789725,"about_ca_system_score_gemma":0.0004449786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02726839,"about_ca_topic_score_gemma":0.002129425,"domain_scores_codex":[0.9872327,0.0101968,0.0008669297,0.0004376736,0.0006398174,0.0006260802],"domain_scores_gemma":[0.9893472,0.009526407,0.0002695344,0.0005100194,0.0002400356,0.0001068733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002742819,0.0001476925,0.9212644,0.00005465791,0.00003191209,5.411562e-7,0.003563885,0.0008973722,0.000009091844,0.05773123,0.005419816,0.01085202],"study_design_scores_gemma":[0.00009531926,0.00003084258,0.9585568,0.00008482923,0.0000321672,2.263209e-8,0.004528552,0.001376089,0.000001596267,0.0006302262,0.03459384,0.0000697033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609013,0.0006916162,0.0001861968,0.03180031,0.0000835727,0.0006880763,0.00001841095,0.00002154702,0.005609022],"genre_scores_gemma":[0.9967353,0.001428804,0.0001705261,0.001162913,0.00004969609,0.000116819,0.00005637075,0.000004173328,0.0002753931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05710101,"threshold_uncertainty_score":0.9908522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234816450085826,"score_gpt":0.5506449386450682,"score_spread":0.3158284885592423,"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."}}