{"id":"W2188254708","doi":"10.1016/s1701-2163(15)30757-x","title":"What Psychological, Physical, Lifestyle, and Knowledge Factors Are Associated With Excess or Inadequate Weight Gain During Pregnancy? A Cross-Sectional Survey","year":2013,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Cross-sectional study; Pregnancy; Weight gain; Physical activity; Obstetrics; Body weight; Physical therapy; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001338362,0.0002117169,0.0003454845,0.0005503398,0.0006938081,0.0006745624,0.0003870796,0.0009583475,0.001202065],"category_scores_gemma":[0.003405031,0.0007852557,0.0005739986,0.001217169,0.0004389939,0.0006374767,0.000490867,0.001135323,0.0003525004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757265,"about_ca_system_score_gemma":0.0006508094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04600655,"about_ca_topic_score_gemma":0.05418737,"domain_scores_codex":[0.9992348,0.0002619714,0.0001071085,0.0001331504,0.0001429685,0.0001200824],"domain_scores_gemma":[0.9970764,0.0005741764,0.001122509,0.0002405582,0.000300709,0.0006856093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000350785,0.00007292974,0.9992548,0.000006407753,0.00004813172,0.00001710156,0.0001295678,0.00001076933,0.00007761849,0.000005751118,0.00004978458,0.0002920039],"study_design_scores_gemma":[0.00000354675,0.00008652385,0.9994754,0.000003453104,0.00001513071,0.00004111108,0.0002600576,0.00003814483,0.00001110465,0.000003829228,0.00005950555,0.000002203956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987283,0.0001189717,0.00003873256,0.00008514514,0.000005753485,0.00001553788,0.0006343778,0.000001601884,0.0003716115],"genre_scores_gemma":[0.998763,0.00016732,0.0001078034,0.0001448744,0.000008346165,0.00002134604,0.0004824384,0.000001837028,0.0003030982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04600655,"threshold_uncertainty_score":0.09147757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657243534429894,"score_gpt":0.3062123534822795,"score_spread":0.2696399181379806,"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."}}