{"id":"W2443858981","doi":"10.1371/journal.pone.0157446","title":"Predictors of RSV LRTI Hospitalization in Infants Born at 33 to 35 Weeks Gestational Age: A Large Multinational Study (PONI)","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Respiratory viral infections research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Children's Hospital Research Institute; University of Calgary; AbbVie","keywords":"Medicine; Gestational age; Pediatrics; Lower respiratory tract infection; Logistic regression; Respiratory tract infections; Premature birth; Pregnancy; Internal medicine; Respiratory system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246105,0.000378852,0.0003167221,0.0003942748,0.000574475,0.0006099165,0.0005868191,0.0004014933,0.0007884052],"category_scores_gemma":[0.002195392,0.0004942616,0.0004338544,0.0008574328,0.0003105418,0.0004869071,0.0008479676,0.0007157098,0.0001632768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381247,"about_ca_system_score_gemma":0.0005616219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165934,"about_ca_topic_score_gemma":0.018484,"domain_scores_codex":[0.9995085,0.0001954911,0.00003711052,0.0001144175,0.00006427716,0.00008029146],"domain_scores_gemma":[0.9990011,0.000160593,0.0004257015,0.0001217134,0.00007907535,0.0002117921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003349031,0.00001804021,0.9994254,0.000004389041,0.00002081526,0.00003486918,0.0000664636,0.000008262701,0.00005604781,0.000003570141,0.00005267068,0.0002759914],"study_design_scores_gemma":[0.000006204745,0.00004559206,0.9994833,0.000006063626,0.00001992016,0.00010017,0.0001798308,0.00008789456,0.00001275815,0.000004133196,0.00005295246,0.000001235227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999415,0.00008821235,0.00004479568,0.00004416348,0.000002586617,0.00001127879,0.0002704402,0.000001782343,0.0001216089],"genre_scores_gemma":[0.9994599,0.00009128816,0.00008252446,0.00002947713,0.00000498955,0.00001873693,0.0002580477,0.000001906545,0.0000530883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165934,"threshold_uncertainty_score":0.03299361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05494501557472264,"score_gpt":0.3396284144283677,"score_spread":0.284683398853645,"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."}}