{"id":"W2105465167","doi":"10.1017/s1481803500005571","title":"Lack of efficacy of humidification in the treatment of croup: Why do physicians persist in using an unproven modality?","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Croup; Medicine; Intensive care medicine; Bronchiolitis; MEDLINE; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007280405,0.0001383819,0.0004340271,0.0004642639,0.0009517591,0.001328862,0.0008832689,0.002564438,0.003454295],"category_scores_gemma":[0.0633891,0.0001847152,0.0003924174,0.0005160428,0.001493706,0.00216353,0.0005358487,0.002238934,0.0005404343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065746,"about_ca_system_score_gemma":0.001810583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004008522,"about_ca_topic_score_gemma":0.006258872,"domain_scores_codex":[0.9960299,0.0011014,0.0007969601,0.0003379932,0.001350627,0.0003830514],"domain_scores_gemma":[0.9409302,0.03832785,0.009717348,0.001452427,0.006725466,0.002846755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267385,0.001018241,0.6811085,0.0015171,0.0001806491,0.008074558,0.006841101,0.00021188,0.006448315,0.002310926,0.01840666,0.2726147],"study_design_scores_gemma":[0.0002136222,0.002664958,0.8499835,0.004447987,0.0004539783,0.03472945,0.02776403,0.001657737,0.007409276,0.003420946,0.0671095,0.0001450919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7972496,0.02915545,0.001386954,0.1595751,0.001130327,0.0001090594,0.0001621408,0.00006458391,0.011167],"genre_scores_gemma":[0.9781662,0.005980535,0.0009978091,0.01299598,0.00135672,0.00001556134,0.00005594467,0.00002435698,0.0004069567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007280405,"threshold_uncertainty_score":0.03850293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697571882551274,"score_gpt":0.3944172772148377,"score_spread":0.2246600889597102,"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."}}