{"id":"W1842152428","doi":"10.1186/1471-2458-4-19","title":"Crowding: risk factor or protective factor for lower respiratory disease in young children?","year":2004,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Medicine; Bedroom; Bronchiolitis; Bronchitis; Asthma; Crowding; Pediatrics; Environmental health; Public health; Risk factor; Logistic regression; Demography; Respiratory system; Internal medicine","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":[0.0003784345,0.0003289099,0.000303217,0.0005939557,0.0003118083,0.0004453201,0.0002861698,0.0004856178,0.002447327],"category_scores_gemma":[0.001826352,0.0002145769,0.000429434,0.000684686,0.00031607,0.0002871871,0.0002359022,0.0003532363,0.0001895973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275921,"about_ca_system_score_gemma":0.0004626432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310264,"about_ca_topic_score_gemma":0.01067898,"domain_scores_codex":[0.9997974,0.00005621001,0.0000162177,0.00004344622,0.00003374227,0.00005304983],"domain_scores_gemma":[0.9989034,0.0002205722,0.0005562284,0.00003695854,0.00007833186,0.0002044737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004128895,0.00001678586,0.9988065,0.0000257061,0.000017773,0.0001230511,0.00006471586,0.00001304036,0.0000796766,0.00001466867,0.00005741742,0.0007394251],"study_design_scores_gemma":[0.000003927847,0.00009671068,0.9985392,0.0000501209,0.00004465628,0.000472187,0.0003704801,0.0001064059,0.00003165843,0.00003157741,0.0002503589,0.00000275492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971082,0.001532531,0.00008610672,0.000249564,0.00001827271,0.00001320232,0.0003423889,0.000004869952,0.000644812],"genre_scores_gemma":[0.9990636,0.0005522664,0.00009588118,0.00002313528,0.00002675942,0.000006991264,0.0001377915,0.000001305082,0.0000922997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310264,"threshold_uncertainty_score":0.02605277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088784050316194,"score_gpt":0.4215918480169443,"score_spread":0.3127134429853248,"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."}}