{"id":"W2888118579","doi":"10.1097/01.aoa.0000542337.13396.1d","title":"Physical Activity and Preterm Birth: Risk Factor or Benefit?","year":2018,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Exertion; Pregnancy; Obstetrics; Risk factor; Preterm delivery; Premature birth; Physical therapy; Gestation; 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":[0.00006493021,0.0001688757,0.0002482222,0.0001903581,0.0001387024,0.00005589314,0.00009159353,0.00005433945,0.0001471591],"category_scores_gemma":[0.0004723027,0.0001186969,0.00006013775,0.0004426213,0.0001824524,0.0001402461,0.00004807583,0.0001535322,0.0001806632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006074246,"about_ca_system_score_gemma":0.00005005957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005637965,"about_ca_topic_score_gemma":0.00001058195,"domain_scores_codex":[0.9987509,0.00003856848,0.00009727449,0.0003282773,0.0004233656,0.0003615715],"domain_scores_gemma":[0.998805,0.0004399732,0.00006750311,0.0002757216,0.0001285709,0.0002832197],"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":[0.001011266,0.001234375,0.4341174,0.0004510927,0.0002127143,0.0005851794,0.0008736505,0.000002169857,0.002165439,0.001209458,0.0008019415,0.5573354],"study_design_scores_gemma":[0.0008626174,0.001245566,0.9773503,0.00003511169,0.00004760263,0.00004609577,0.00005308931,0.0004920681,0.001978905,0.00008674768,0.01765511,0.0001468085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968034,0.0001134557,0.00002392751,0.0005131303,0.00003009504,0.0004592442,0.00001777615,0.00006932658,0.001969665],"genre_scores_gemma":[0.9936445,0.0002282236,0.0001990377,0.0001404002,0.0001950832,0.00002952346,0.000008597254,0.00002429326,0.005530386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571886,"threshold_uncertainty_score":0.4840319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293948302370519,"score_gpt":0.2867099784774392,"score_spread":0.263770495453734,"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."}}