{"id":"W1593231394","doi":"10.1007/bf03405570","title":"Are Canadian Women Achieving a Fit Pregnancy? A Pilot Study","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Pregnancy; Pedometer; Medicine; Weight gain; Obstetrics; Physical activity; Energy expenditure; Body mass index; Gynecology; Demography; Body weight; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00357389,0.0007143383,0.0008274205,0.001711454,0.01073218,0.002286643,0.002008446,0.001872339,0.00483604],"category_scores_gemma":[0.01108905,0.0007343556,0.0009348031,0.004862188,0.001892126,0.001271002,0.001530586,0.002458253,0.0006880253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03713302,"about_ca_system_score_gemma":0.06159938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786163,"about_ca_topic_score_gemma":0.9854357,"domain_scores_codex":[0.9974217,0.0003936836,0.000108879,0.0002118266,0.0006609031,0.001202984],"domain_scores_gemma":[0.9927369,0.001069592,0.0006817578,0.0002842846,0.002941947,0.002285525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004044333,0.006251346,0.8826766,0.0003497384,0.0001386448,0.002751688,0.05165822,0.000166318,0.0008119705,0.001517473,0.01227096,0.03736278],"study_design_scores_gemma":[0.0005679095,0.001949915,0.8984299,0.0001678097,0.0001556624,0.0004655552,0.08812912,0.0002037555,0.0001790437,0.0002620817,0.009363888,0.0001254247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863394,0.0006073222,0.00008584752,0.001645955,0.00007519713,0.001047497,0.00171225,0.000007292684,0.00847926],"genre_scores_gemma":[0.9909253,0.001183363,0.0004943451,0.001488347,0.00006483503,0.0008157629,0.001143382,0.000008877382,0.003875777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03713302,"threshold_uncertainty_score":0.2694201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122360795690933,"score_gpt":0.3446053212003348,"score_spread":0.2323692416312415,"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."}}