{"id":"W4388540912","doi":"10.1016/j.anai.2023.08.032","title":"EARLY-LIFE LOWER RESPIRATORY ILLNESSES AND UNPLANNED CESAREAN DELIVERY IN PUERTO RICO: PRIMERO BIRTH COHORT FINDINGS","year":2023,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Medicine; Cesarean delivery; Cohort; Cohort study; Respiratory system; Obstetrics; Pediatrics; Pregnancy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013934,0.000177214,0.0003305542,0.000529592,0.0002922735,0.00004431573,0.0002720994,0.0002579279,0.0001831256],"category_scores_gemma":[0.0006404607,0.0001956295,0.00006511208,0.000895778,0.0005116129,0.0004196244,0.000114371,0.0001595082,0.00007360112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004251566,"about_ca_system_score_gemma":0.0002198012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007812331,"about_ca_topic_score_gemma":0.01840919,"domain_scores_codex":[0.997992,0.0003581806,0.0004531973,0.0003693884,0.0003033114,0.0005238961],"domain_scores_gemma":[0.9988331,0.0003553188,0.0002060222,0.0002231177,0.0002940699,0.00008834252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.007852136,0.002138183,0.2888379,0.0003258007,0.003649159,0.0007099593,0.3437207,0.0009295518,0.1018835,0.113794,0.08132034,0.05483876],"study_design_scores_gemma":[0.0004510607,0.0002668035,0.8456393,0.00004927319,0.000001338362,9.936489e-7,0.00941734,0.00001956105,0.001381528,0.0005050866,0.1420314,0.0002362423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936052,0.002086401,0.000005824324,0.00249307,0.0003714039,0.0002527126,0.00001948393,0.0001144654,0.001051416],"genre_scores_gemma":[0.9902502,0.008582835,0.00002244785,0.0005246301,0.00007190368,0.00003742509,0.00004185015,0.00002378526,0.0004449796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568015,"threshold_uncertainty_score":0.9995023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09095633062232346,"score_gpt":0.3211303522696271,"score_spread":0.2301740216473037,"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."}}