{"id":"W4405366770","doi":"10.2139/ssrn.5053140","title":"Children with Chronic Medical Conditions at Risk for Severe Rsv Infection in Their First Two Seasons","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Infection risk; Virology; Environmental health; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160658,0.0001925298,0.0004598309,0.0005674301,0.0005864221,0.0004971061,0.0001649287,0.0004692336,0.006678658],"category_scores_gemma":[0.001434153,0.0001450393,0.0002438466,0.0007855173,0.0001940627,0.0003889654,0.0004492473,0.0006129079,0.0007368216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812814,"about_ca_system_score_gemma":0.0006690201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009878092,"about_ca_topic_score_gemma":0.01059995,"domain_scores_codex":[0.9997457,0.00003185775,0.00001294213,0.00003159007,0.00003470383,0.0001431974],"domain_scores_gemma":[0.9995108,0.00009013323,0.0001781185,0.00002316602,0.00003390224,0.0001638174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002818112,0.00006504296,0.990763,0.00003567542,0.00001885493,0.0006243614,0.0003100615,0.00002809057,0.0003368791,0.0001050898,0.002019864,0.005411226],"study_design_scores_gemma":[0.000007971076,0.00009153088,0.9971686,0.00001879356,0.00001096059,0.00100981,0.0004443877,0.0000286438,0.00005183879,0.00005322001,0.001111585,0.000002811869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918006,0.0007164855,0.00007981936,0.0002553333,0.00004880688,0.00002144865,0.003027463,0.00001334266,0.004036658],"genre_scores_gemma":[0.995492,0.0006096629,0.0001302862,0.0001220095,0.00007445458,0.00003144018,0.001655846,0.000007351536,0.001877033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009878092,"threshold_uncertainty_score":0.02234238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659068950444834,"score_gpt":0.3409486260422155,"score_spread":0.3243579365377672,"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."}}