{"id":"W4210857169","doi":"10.1016/j.orcp.2022.02.001","title":"Smoking status and maternal weight trajectories during pregnancy and postpartum: Preliminary results from a pilot study","year":2022,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Manitoba Beekeepers' Association","keywords":"Pregnancy; Medicine; Weight gain; Confounding; Obstetrics; Demography; Body weight; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0050671,0.0001688028,0.0003585943,0.0002167273,0.0009344338,0.0001881728,0.0002051059,0.00003908133,0.0001820531],"category_scores_gemma":[0.0156731,0.0001577726,0.00004123631,0.0003541871,0.0002948018,0.0005056622,0.001693013,0.00189204,0.00001618558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669106,"about_ca_system_score_gemma":0.0002485483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002982167,"about_ca_topic_score_gemma":0.00006726233,"domain_scores_codex":[0.9927391,0.002784268,0.0006713719,0.0008472778,0.002199266,0.0007586611],"domain_scores_gemma":[0.9903065,0.007953101,0.0001646189,0.000492929,0.0004451947,0.0006376362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04405264,0.008297211,0.9330053,0.0002973891,0.0005935996,0.002953867,0.001374761,0.000003320275,0.0002087992,0.0001645282,0.001642674,0.007405923],"study_design_scores_gemma":[0.006622454,0.02193888,0.9615303,0.0001721949,0.0001357941,0.00003567241,0.004562625,0.0001304134,0.00003467092,0.000420243,0.004278129,0.0001385962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883784,0.001834371,0.000002881201,0.004203472,0.0001051499,0.001699229,0.000140475,0.00004791421,0.003588113],"genre_scores_gemma":[0.992977,0.003631447,0.0005674043,0.0001020167,0.0001740416,0.0001805379,0.00007217901,0.00002751156,0.002267859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743019,"threshold_uncertainty_score":0.9926183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181534480442403,"score_gpt":0.4359896015270377,"score_spread":0.3178361534827974,"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."}}