{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003457004,0.0005801311,0.0006231142,0.001401607,0.0007961702,0.0007742687,0.003930348,0.0003957513,0.0002180361],"category_scores_gemma":[0.002329218,0.0005716486,0.0004161874,0.0045185,0.0005890391,0.0008528355,0.001662517,0.0009787281,0.001104302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858967,"about_ca_system_score_gemma":0.001781973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000672255,"about_ca_topic_score_gemma":0.00001359856,"domain_scores_codex":[0.9927959,0.0004901083,0.0007902998,0.001805361,0.001737393,0.002380909],"domain_scores_gemma":[0.9960683,0.0003740725,0.0002764209,0.001942221,0.0004061675,0.0009327992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001059433,0.001257293,0.01913738,0.0004271519,0.0001920417,0.003572947,0.001051758,0.0002984214,0.01099144,0.6618716,0.254594,0.04649996],"study_design_scores_gemma":[0.003643184,0.00174301,0.08891196,0.0007709527,0.00009827887,0.001886934,0.0005014735,0.1546392,0.01211218,0.02177705,0.7108039,0.00311185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992175,0.002752049,0.06965467,0.01843171,0.002352485,0.002358333,0.0002375978,0.002532271,0.002463422],"genre_scores_gemma":[0.9774743,0.000610884,0.01338654,0.0007689649,0.001029291,0.0005144983,0.0001712897,0.0001007072,0.00594357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6400946,"threshold_uncertainty_score":0.9996735,"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."}}