{"id":"W7161938037","doi":"10.82308/27431","title":"Association of nutritional and psychosocial factors with early gestational weight gain","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Weight gain; Pregnancy; Multilevel model; Multivariate analysis; Association (psychology); Body mass index; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009167009,0.0002016201,0.0001993872,0.00048896,0.0002264706,0.0004046762,0.0002669038,0.0003668502,0.001920259],"category_scores_gemma":[0.005420847,0.0001434216,0.0003327527,0.0006871648,0.0002715875,0.0002062281,0.0002966263,0.000668596,0.0000961322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357058,"about_ca_system_score_gemma":0.000480997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046178,"about_ca_topic_score_gemma":0.00597749,"domain_scores_codex":[0.9995233,0.0001802183,0.00006622542,0.00007879862,0.00009032626,0.00006115418],"domain_scores_gemma":[0.9957372,0.001955363,0.00148413,0.0001791397,0.0002242176,0.00041993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000730301,0.00003540904,0.9986252,0.00001314036,0.00003820238,0.00003380124,0.00003577324,0.00001681096,0.00006921338,0.000008344401,0.0000177919,0.001033339],"study_design_scores_gemma":[0.00000212031,0.00006397578,0.9996771,0.000006331754,0.00001711647,0.0000584661,0.00005032236,0.00005488518,0.00002010819,0.000008200989,0.00004035487,0.000001115438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985649,0.0006001865,0.00007408964,0.0000876799,0.000005291704,0.00001127996,0.000197371,0.000002285281,0.0004570574],"genre_scores_gemma":[0.9995049,0.0001689047,0.0001013567,0.00001430266,0.000003715098,0.000009959987,0.00009047737,9.599125e-7,0.0001054269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006046178,"threshold_uncertainty_score":0.01202196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238454600727499,"score_gpt":0.3022752201660092,"score_spread":0.2898906741587342,"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."}}