{"id":"W2841252410","doi":"10.1016/j.jinf.2018.06.015","title":"Impact of influenza on outpatient visits and hospitalizations among pregnant women in Catalonia, Spain","year":2018,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Instituto de Salud Carlos III; European Regional Development Fund; Universitat Autònoma de Barcelona; Universitat de Barcelona; GlaxoSmithKline","keywords":"Medicine; Outpatient visits; Pregnancy; Obstetrics; Emergency medicine; Family medicine; Demography; Health care; Political science; Biology","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":[0.0006175442,0.00009193613,0.0002714137,0.0005255086,0.00005274309,0.00001228272,0.0000259652,0.00005733448,0.00002574379],"category_scores_gemma":[0.001075256,0.0000641198,0.00007406375,0.0002991649,0.0001124586,0.0002035309,0.00002950526,0.0002050201,0.000003847099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776005,"about_ca_system_score_gemma":0.0001285198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005962391,"about_ca_topic_score_gemma":0.0001635933,"domain_scores_codex":[0.9989417,0.0000681005,0.0004137819,0.00008001513,0.000290588,0.0002057947],"domain_scores_gemma":[0.9988856,0.0000594897,0.0002977617,0.00009932806,0.000535369,0.0001224864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004035111,0.0003063688,0.9923037,0.00004958986,0.0001318812,0.000009216934,0.002771758,0.0001751058,0.0009622663,0.000008067364,0.0001020918,0.002776385],"study_design_scores_gemma":[0.001432268,0.009154863,0.9873462,0.0006264504,0.00001847759,0.00002062129,0.00005509112,0.0001114334,0.00102444,0.0000332813,0.0001252074,0.00005170901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999215,0.0001501137,0.00005139733,0.00002290573,0.00008121956,0.0002169945,0.000003638348,0.000005120724,0.0002536151],"genre_scores_gemma":[0.9996642,0.0001183902,0.00002822341,0.00003818097,0.0001120472,0.000005799177,6.931622e-7,0.000008968452,0.00002349251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008848494,"threshold_uncertainty_score":0.2614729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109952960472884,"score_gpt":0.3757973912502531,"score_spread":0.3446978616455243,"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."}}