{"id":"W2554238436","doi":"10.1371/journal.pone.0166232","title":"The Clinical and Economic Impact of Probiotics Consumption on Respiratory Tract Infections: Projections for Canada","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Université Laval","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Population; Respiratory tract infections; Absenteeism; Medical prescription; Incidence (geometry); Environmental health; Demography; Pediatrics; Internal medicine; Psychology; Respiratory system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184438,0.00006069155,0.0001394315,0.00002128937,0.0001732592,0.000003821932,0.00004445924,0.00009384166,0.00002198284],"category_scores_gemma":[0.0001528326,0.00003148091,0.00004891732,0.00001384834,0.0002551571,0.00002436391,0.000009071175,0.00007946647,0.00001552416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008623749,"about_ca_system_score_gemma":0.00046328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220548,"about_ca_topic_score_gemma":0.07033763,"domain_scores_codex":[0.999463,0.00007136197,0.0002207214,0.000115843,0.00001230523,0.0001167939],"domain_scores_gemma":[0.9990318,0.0006778247,0.0001069704,0.0001341381,0.00003700421,0.00001230021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007183992,0.001859122,0.8694795,0.000104625,0.001686134,4.030368e-7,0.00003443626,0.000002554707,0.1129401,0.002158683,0.008238833,0.00277716],"study_design_scores_gemma":[0.004133256,0.00527268,0.8907467,0.0006880187,0.0003688257,0.000008358437,0.00006686545,0.000009887774,0.091474,0.0003183353,0.00662008,0.0002930475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986111,0.0004814482,0.00001696143,0.0001944396,0.0001496668,0.0003581223,0.0001125351,0.00001080058,0.00006490506],"genre_scores_gemma":[0.998621,0.0006318542,0.00001580939,0.00002608688,0.00003384742,0.000008740198,0.000002722594,0.000005858056,0.000654104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06611709,"threshold_uncertainty_score":0.9466263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06907057517565227,"score_gpt":0.3073592373563151,"score_spread":0.2382886621806628,"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."}}