{"id":"W35252477","doi":"10.1177/23337214221081378","title":"Criterios de selección de equipos de protección respiratoria","year":2003,"lang":"en","type":"article","venue":"Automática e instrumentación","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0009012105,0.0003192152,0.0003798259,0.0002334805,0.0002607709,0.00008510827,0.0001756645,0.0003196091,0.001265588],"category_scores_gemma":[0.0004716699,0.0003039973,0.0001792711,0.0004171978,0.0001388189,0.0001972944,0.00004966095,0.0005220603,0.000305213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008222459,"about_ca_system_score_gemma":0.001315308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171547,"about_ca_topic_score_gemma":0.000004451695,"domain_scores_codex":[0.9973444,0.0003244872,0.0005184361,0.0004303965,0.0004181881,0.0009641097],"domain_scores_gemma":[0.9985839,0.00006654669,0.0001268308,0.0005187921,0.0001430424,0.00056095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007864466,0.001458561,0.2185058,0.0008613529,0.0005660292,0.001295285,0.003384459,0.00006786771,0.6938068,0.03871046,0.01581291,0.0247441],"study_design_scores_gemma":[0.007856995,0.001348586,0.0211176,0.0005848504,0.0004318513,0.002330473,0.0008446028,0.003481913,0.6455722,0.001878165,0.3134287,0.001124013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791508,0.0001672459,0.001066691,0.001205649,0.000378586,0.0008464764,0.00001001029,0.0003656289,0.01680893],"genre_scores_gemma":[0.9813925,0.00002960434,0.008405236,0.008493259,0.0003150168,0.0001385497,0.000009226166,0.00007133666,0.001145285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976158,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238518612284587,"score_gpt":0.289916440711331,"score_spread":0.2775312545884851,"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."}}