{"id":"W4319838643","doi":"10.22201/fm.20075057e.2023.45.22462","title":"Perfil de las sociedades científicas de estudiantes en las ciencias de la salud del Perú","year":2023,"lang":"es","type":"article","venue":"Investigación en Educación Médica","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Humanities; Art","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","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01678911,0.0008559943,0.001164729,0.001092892,0.0009568063,0.0003486538,0.001209971,0.001338003,0.001146666],"category_scores_gemma":[0.2204752,0.0007874666,0.0004501825,0.00296947,0.003057325,0.0003023807,0.0004767161,0.003474239,0.002378694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044322,"about_ca_system_score_gemma":0.07309902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166977,"about_ca_topic_score_gemma":0.00003378485,"domain_scores_codex":[0.9858295,0.003138907,0.001077154,0.001229591,0.002448272,0.006276611],"domain_scores_gemma":[0.9614652,0.009838096,0.0003120139,0.001220557,0.0003629801,0.02680113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002176238,0.001377863,0.1556258,0.00294147,0.0003531601,0.002910744,0.03766226,0.0000715774,0.02114303,0.008965554,0.7418678,0.0268631],"study_design_scores_gemma":[0.002977853,0.001192828,0.2923728,0.002238161,0.0003941357,0.0009436989,0.01368762,0.003139799,0.004186852,0.004092535,0.6738405,0.0009333155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016874,0.004988105,0.0001457889,0.1808579,0.0007677092,0.0009806314,0.0001484005,0.0006009298,0.009823137],"genre_scores_gemma":[0.9327204,0.01056671,0.003159089,0.04153888,0.00459347,0.0002955916,0.00009392326,0.0002322988,0.006799638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036861,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335602422039407,"score_gpt":0.412829387484515,"score_spread":0.3494733632641209,"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."}}