{"id":"W4386256517","doi":"10.1001/jamanetworkopen.2023.31277","title":"Trends in Gestational Weight Gain in Louisiana, March 2019 to March 2022","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Institutes of Health","keywords":"Weight gain; Environmental science; Body weight; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004815219,0.0002078563,0.0001619822,0.0009969686,0.0004123109,0.0005895669,0.0005283112,0.0003355047,0.001665663],"category_scores_gemma":[0.001424331,0.0001465253,0.0003276899,0.001601018,0.0001575414,0.0003327048,0.0005002336,0.0004690172,0.0003536422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209686,"about_ca_system_score_gemma":0.001534616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.194145,"about_ca_topic_score_gemma":0.3192228,"domain_scores_codex":[0.9996685,0.0000469213,0.00003632535,0.00009418702,0.00006773286,0.00008637409],"domain_scores_gemma":[0.9985027,0.0001124992,0.0008157694,0.00004816742,0.0003107502,0.0002100815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003812077,0.00000930844,0.9967704,0.00001632679,0.00003924905,0.00003294537,0.00009766755,0.00007024533,0.0001208421,0.00001942154,0.001086534,0.001698995],"study_design_scores_gemma":[0.000001769152,0.00001487171,0.998803,0.00001316106,0.000007270607,0.00004779369,0.0001877322,0.0001227294,0.00002995617,0.000005894569,0.0007632014,0.000002531864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850993,0.00052674,0.0001054584,0.0005544695,0.00001593344,0.00001200623,0.01218574,0.00003987112,0.001460453],"genre_scores_gemma":[0.9894562,0.0003934893,0.0001956998,0.0002063159,0.00001719476,0.00003725373,0.008413159,0.00000975683,0.001270765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194145,"threshold_uncertainty_score":0.3860298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964267923989336,"score_gpt":0.3762315259912377,"score_spread":0.3365888467513443,"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."}}