{"id":"W4307811261","doi":"10.14201/art2022112137161","title":"Principios éticos para el desarrollo de la inteligencia artificial y su aplicación en los sistemas de salud","year":2022,"lang":"es","type":"article","venue":"ArtefaCToS Revista de estudios sobre la ciencia y la tecnología","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009350658,0.001496221,0.0008390397,0.002875977,0.004226577,0.01190903,0.002135257,0.00396962,0.01363108],"category_scores_gemma":[0.009070397,0.0006134026,0.00162755,0.001986686,0.01886318,0.005271091,0.0061208,0.007168549,0.003328612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018563,"about_ca_system_score_gemma":0.01674076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02224752,"about_ca_topic_score_gemma":0.018194,"domain_scores_codex":[0.9922007,0.003257336,0.0004781749,0.00104742,0.002124396,0.0008919476],"domain_scores_gemma":[0.9924596,0.003091014,0.0009327629,0.0007651715,0.002191022,0.0005605097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002056988,0.00005091745,0.002149322,0.000326156,0.00003926784,0.0001250412,0.003172532,0.0012333,0.0003814478,0.9621812,0.006921066,0.02339923],"study_design_scores_gemma":[0.00002925839,0.0000969704,0.006598349,0.00147289,0.00007700506,0.0002630253,0.003672864,0.002261757,0.001064582,0.6308547,0.3535159,0.00009260598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02558723,0.02400145,0.2108604,0.1111203,0.002497947,0.000629478,0.00107377,0.0007184554,0.623511],"genre_scores_gemma":[0.7286243,0.03385369,0.1036323,0.02114302,0.001553735,0.00136681,0.0009915835,0.0004266173,0.1084078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9957734,"threshold_uncertainty_score":0.07390225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518677184760539,"score_gpt":0.2908630075497246,"score_spread":0.2756762357021191,"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."}}