{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847093,0.0004519935,0.0004762504,0.000459635,0.001294289,0.0008441198,0.0007401581,0.0007745898,0.001392808],"category_scores_gemma":[0.004171647,0.0007506241,0.0006657832,0.0008797977,0.000522234,0.0009942874,0.000922795,0.001132813,0.0004906731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377833,"about_ca_system_score_gemma":0.001039576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228031,"about_ca_topic_score_gemma":0.02774524,"domain_scores_codex":[0.9992284,0.0003724786,0.00004942903,0.0001152571,0.00009288098,0.0001416135],"domain_scores_gemma":[0.9974326,0.001053134,0.00036449,0.0003376672,0.000235302,0.0005768395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002597276,0.0028096,0.9847851,0.000025043,0.00009757095,0.00024312,0.002552708,0.00006142249,0.001278592,0.00004801284,0.0001342214,0.00536726],"study_design_scores_gemma":[0.0001060991,0.002929541,0.9942445,0.00000740832,0.00007447866,0.0001368524,0.001869959,0.0001445671,0.0001994008,0.00003412257,0.0002419656,0.00001106562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994273,0.00004036448,0.00009020904,0.00001950656,0.000003585143,0.00005534837,0.0001588272,0.000001933173,0.0002030199],"genre_scores_gemma":[0.998143,0.00008859583,0.0005147776,0.0000579217,0.000006934426,0.0002025613,0.0003566022,0.000004419027,0.0006253337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228031,"threshold_uncertainty_score":0.04430121,"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."}}