{"id":"W2034604020","doi":"","title":"Neumonía adquirida en la comunidad (NAC), ¿nuevas guías, nuevos cambios?","year":2011,"lang":"es","type":"article","venue":"Infectio","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Political science; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0006147898,0.0006283234,0.0007610121,0.0005283703,0.0005072595,0.0001411274,0.0003144794,0.0007604173,0.001709583],"category_scores_gemma":[0.0004287288,0.0005862427,0.0004648367,0.0007223253,0.00052784,0.0003443666,0.0002040429,0.001341471,0.004358112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908717,"about_ca_system_score_gemma":0.0005271334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695616,"about_ca_topic_score_gemma":0.0002028865,"domain_scores_codex":[0.9966908,0.0006524335,0.0007323101,0.0006623658,0.000426894,0.0008351833],"domain_scores_gemma":[0.99741,0.000407826,0.0003005026,0.001074102,0.0002583711,0.000549182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363122,0.002570626,0.9107175,0.0005550312,0.001102341,0.0008374923,0.004361629,0.00001485212,0.04476827,0.008795165,0.01019291,0.01594791],"study_design_scores_gemma":[0.001575498,0.001274959,0.5226355,0.0004176851,0.0005832449,0.0007025461,0.0002310171,0.00004332638,0.003439054,0.0001939806,0.4683463,0.0005568893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578096,0.0005337592,0.0001276892,0.0006591241,0.003250913,0.000706538,0.00006182343,0.0004862206,0.2363644],"genre_scores_gemma":[0.9929658,0.0006206887,0.00003154295,0.001365265,0.00142009,0.0001039723,0.00002021907,0.0001284349,0.003344009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4581533,"threshold_uncertainty_score":0.9996589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212596163457664,"score_gpt":0.276634635050468,"score_spread":0.2545086734158914,"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."}}