{"id":"W2047987667","doi":"10.1080/02701367.2008.10599457","title":"Walking for Health in Pregnancy","year":2008,"lang":"en","type":"article","venue":"Research Quarterly for Exercise and Sport","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"National Center for Research Resources","keywords":"Pace; Treadmill; Energy expenditure; Preferred walking speed; Physical therapy; Pregnancy; Physical activity; Medicine; Gestation; Metabolic equivalent; Physical medicine and rehabilitation; Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000975104,0.00008620747,0.0002855171,0.0003938916,0.0002116839,0.00001843653,0.00006958321,0.00003906229,0.00001386897],"category_scores_gemma":[0.00004899244,0.00007621983,0.00006649218,0.0002185637,0.0000866169,0.0001016114,0.00001496776,0.0001442024,0.000006428118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008032671,"about_ca_system_score_gemma":0.0002792176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066108,"about_ca_topic_score_gemma":0.00004642752,"domain_scores_codex":[0.9983537,0.00001617011,0.0002428951,0.0002889622,0.000406146,0.0006920876],"domain_scores_gemma":[0.9991946,0.0001045583,0.00002597616,0.0001723265,0.0002218393,0.0002806662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001573158,0.000635603,0.0191735,0.003277112,0.00004110497,0.000120767,0.00316382,0.000001473164,0.0001519104,0.004557144,0.02346619,0.9438382],"study_design_scores_gemma":[0.01587998,0.01891146,0.7926297,0.005564785,0.00003047677,0.00005277709,0.003744686,0.002997717,0.0003674067,0.01977756,0.1395321,0.0005113001],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763628,0.005852373,0.0008941768,0.006952533,0.00005416222,0.008667512,0.00005929343,0.00004439822,0.00111275],"genre_scores_gemma":[0.9841322,0.004558136,0.002853236,0.0001321239,0.00006608569,0.001594413,0.0002138193,0.00002587109,0.006424164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9433269,"threshold_uncertainty_score":0.3108154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06997152501212672,"score_gpt":0.4030453024172472,"score_spread":0.3330737774051205,"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."}}