{"id":"W6910162705","doi":"10.35434/rcmhnaaa.2023.161.1561","title":"Producción científica en Scopus de los institutos de salud especializados públicos de Perú, 2010-2022","year":2023,"lang":"en","type":"article","venue":"Revista del Cuerpo Médico Hospital Nacional Almanzor Aguinaga Asenjo","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Nova scotia; Context (archaeology); Latin Americans","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":[0.02025557,0.0008774407,0.00120656,0.06310188,0.001137316,0.007087389,0.001024792,0.0006880842,0.007863467],"category_scores_gemma":[0.07823488,0.0004984311,0.001367601,0.09307317,0.0008329775,0.002800501,0.00341543,0.0005516423,0.001635024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005614513,"about_ca_system_score_gemma":0.0233118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388791,"about_ca_topic_score_gemma":0.02883958,"domain_scores_codex":[0.9848443,0.003846463,0.002644963,0.0007917291,0.007158104,0.000714443],"domain_scores_gemma":[0.9166497,0.03117839,0.01690673,0.002664282,0.03029104,0.002309833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006204164,0.0001699385,0.324668,0.06782126,0.002813329,0.0008059225,0.008770756,0.002579367,0.002748793,0.006608208,0.06364166,0.5187525],"study_design_scores_gemma":[0.0001074419,0.0003401025,0.8067601,0.02516339,0.002843001,0.0005343269,0.01029014,0.00165137,0.002680673,0.001984332,0.1475308,0.0001143419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4323968,0.1625843,0.006897635,0.01717219,0.0006661392,0.002451328,0.2665689,0.001223652,0.110039],"genre_scores_gemma":[0.7417702,0.1480141,0.02372505,0.0009314415,0.0006828692,0.002809087,0.07184164,0.0002139859,0.0100116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9368981,"threshold_uncertainty_score":0.107123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525017379302205,"score_gpt":0.2853197023283042,"score_spread":0.2700695285352821,"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."}}