{"id":"W3126577862","doi":"10.2196/22222","title":"Pediatric Respiratory and Enteric Virus Acquisition and Immunogenesis in US Mothers and Children Aged 0-2: PREVAIL Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Respiratory viral infections research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Cohort; Breastfeeding; Pediatrics; Gestational age; Pregnancy; Medical record; Cohort study; Obstetrics; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009380365,0.000371844,0.0003843122,0.0004874032,0.0006142477,0.0006083467,0.0005006975,0.0004164006,0.001858171],"category_scores_gemma":[0.001100768,0.00047572,0.0004274984,0.0009424471,0.0001994726,0.0005454791,0.0006413822,0.0005725444,0.0003879947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000386467,"about_ca_system_score_gemma":0.0005195606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842305,"about_ca_topic_score_gemma":0.02039594,"domain_scores_codex":[0.9995029,0.0001004,0.00003836617,0.0001699947,0.00008541034,0.0001028525],"domain_scores_gemma":[0.9993766,0.00005245022,0.0002439258,0.00009381506,0.00008046006,0.000152931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001359749,0.00004148514,0.9988577,0.000009025332,0.00004670024,0.00007573303,0.00009838492,0.00001399692,0.0001265434,0.00001893696,0.0001874645,0.0003881355],"study_design_scores_gemma":[0.00002223135,0.0001440415,0.9989911,0.000009329177,0.00004116996,0.0001711235,0.0002276204,0.00005765813,0.00002916287,0.000007405255,0.000297159,0.000002089067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9966272,0.0001668352,0.00006700992,0.00003636078,0.000005978718,0.00004810612,0.002622968,0.000004417024,0.0004211284],"genre_scores_gemma":[0.9970371,0.0002163514,0.0001493204,0.00006591457,0.00001074668,0.00007938238,0.002111454,0.00000398997,0.0003258811],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01842305,"threshold_uncertainty_score":0.03663164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605741704909489,"score_gpt":0.4941790371493184,"score_spread":0.3336048666583695,"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."}}