{"id":"W2767579317","doi":"10.1001/jamapediatrics.2017.3805","title":"Hypertonic Saline and Acute Bronchiolitis","year":2017,"lang":"en","type":"letter","venue":"JAMA Pediatrics","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003224409,0.0003819451,0.0006838537,0.0006082513,0.0002892529,0.0003396495,0.0003177312,0.001562975,0.0002053919],"category_scores_gemma":[0.001008299,0.0003319969,0.0001941711,0.000213557,0.0002260787,0.0002179232,0.0002820158,0.004062545,0.0004180349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123294,"about_ca_system_score_gemma":0.0005782987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475402,"about_ca_topic_score_gemma":0.000005124342,"domain_scores_codex":[0.9974349,0.0001082798,0.0004021803,0.000628337,0.0007709298,0.000655422],"domain_scores_gemma":[0.9976918,0.0002617209,0.0002418837,0.001250754,0.0003234422,0.0002304028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002972403,0.00002548671,0.00537591,0.0004862951,0.0001088985,0.003834325,0.00001179219,7.759243e-8,0.00003877691,0.00001181377,0.9800609,0.01001601],"study_design_scores_gemma":[0.001208124,0.0003530809,0.009401415,0.00004578787,0.0005955707,0.0008648909,0.000001709461,0.00002253703,0.00002587571,0.00006933876,0.9871023,0.0003093699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04433504,0.006802463,0.0000497993,0.9062246,0.001412777,0.001289979,0.0004671291,0.0002690724,0.03914913],"genre_scores_gemma":[0.004367965,0.01356365,0.0008888876,0.8093061,0.08089317,0.0001566024,0.001135648,0.0003353216,0.08935262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09691847,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853396332504143,"score_gpt":0.3467891995346546,"score_spread":0.3082552362096131,"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."}}