{"id":"W2411994009","doi":"10.1080/1120009x.2004.11782402","title":"Resistance Trends in <i>Haemophilus influenzae</i> (PROTEKT Years 1–3 [1999–2002])","year":2004,"lang":"en","type":"article","venue":"Journal of Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Haemophilus influenzae; Microbiology; Pasteurellaceae; Resistance (ecology); Medicine; Biology; Antibiotics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002231308,0.0001233305,0.0003470042,0.0004314498,0.00003199675,0.000015229,0.00009942171,0.0001108327,0.0001530899],"category_scores_gemma":[0.00002868407,0.0001006983,0.0001954406,0.0005440692,0.00006147776,0.0001289323,0.00000557824,0.000408248,0.00001591709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043761,"about_ca_system_score_gemma":0.0001764272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006688247,"about_ca_topic_score_gemma":0.00003027922,"domain_scores_codex":[0.998904,0.00002315354,0.0004707607,0.0001086963,0.000294766,0.0001985922],"domain_scores_gemma":[0.9993246,0.0000174116,0.0002437977,0.000181697,0.00009450391,0.0001379804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003636346,0.003430263,0.05912567,0.000186403,0.000692013,0.004293677,0.005066221,0.001348701,0.7416106,0.0007509404,0.03091965,0.1489394],"study_design_scores_gemma":[0.01637352,0.0009455935,0.3314274,0.0005836551,0.00005502187,0.001267387,0.00007015972,0.000002246701,0.02028833,0.00200904,0.6267117,0.0002659128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813035,0.001001403,0.00008801095,0.01280809,0.0002302262,0.0001005182,0.000001908742,0.00002072225,0.004445661],"genre_scores_gemma":[0.989154,0.0004510721,0.0007540046,0.007833081,0.000554217,0.000003604871,5.282981e-7,0.00003413124,0.001215328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7213224,"threshold_uncertainty_score":0.4106356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134906552218865,"score_gpt":0.2883297120216597,"score_spread":0.2748390567997732,"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."}}