{"id":"W2074944476","doi":"10.1007/s10995-011-0771-3","title":"Characteristics of Weight Gain in Pregnancy Among Canadian Women","year":2011,"lang":"en","type":"article","venue":"Maternal and Child Health Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Weight gain; Medicine; Pregnancy; Guideline; Overweight; Obstetrics; Demography; Environmental health; Body mass index; Body weight","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004536631,0.0003325881,0.0004240508,0.002402445,0.002255667,0.0009689314,0.001070232,0.0007196873,0.002695437],"category_scores_gemma":[0.003004099,0.0004752279,0.000802758,0.006437916,0.0005117393,0.0003459791,0.0005417601,0.001053164,0.0002541239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01499418,"about_ca_system_score_gemma":0.01585443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820617,"about_ca_topic_score_gemma":0.9843109,"domain_scores_codex":[0.9991688,0.00004796578,0.00007276367,0.0001076753,0.0002587043,0.0003441598],"domain_scores_gemma":[0.9980646,0.0001750075,0.0004706017,0.00005183344,0.0005806208,0.0006573945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234519,0.00003024942,0.9962922,0.00002272044,0.00003254577,0.0001463618,0.0005288634,0.00004707187,0.000113549,0.00005450656,0.0006001209,0.002008297],"study_design_scores_gemma":[0.000003720783,0.00001717379,0.9988363,0.00001281797,0.00000944951,0.00007357991,0.0006244134,0.00005265956,0.00001239081,0.000008846316,0.0003414083,0.000007164655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883802,0.0009696537,0.0000498939,0.0004456531,0.00002359599,0.00003731778,0.005500356,0.000012132,0.004581233],"genre_scores_gemma":[0.9959134,0.000821254,0.0001066773,0.0001301759,0.00001148608,0.00002250248,0.002033684,0.000007258899,0.0009534448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793832,"threshold_uncertainty_score":0.1087909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560373098133092,"score_gpt":0.2574527065636358,"score_spread":0.2418489755823049,"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."}}