{"id":"W3007993580","doi":"10.1017/s0033291719003714","title":"Physical activity and prenatal depression: going beyond statistical significance by assessing the impact of reliable and clinical significant change","year":2020,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Medicine; Depression (economics); Statistical significance; Randomized controlled trial; Pregnancy; Center for Epidemiologic Studies Depression Scale; Physical therapy; Clinical significance; Clinical trial; Internal medicine; Depressive symptoms; Psychiatry; Anxiety","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":[0.0004638887,0.0002062484,0.0006305418,0.00001837556,0.00009905476,0.0000129188,0.00009919354,0.0001267911,0.0001109868],"category_scores_gemma":[0.0004026538,0.0001017386,0.00005983873,0.0001217968,0.000760913,0.00009494692,0.00008211919,0.0006451546,0.000004025752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001628285,"about_ca_system_score_gemma":0.0000130616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163798,"about_ca_topic_score_gemma":2.858439e-7,"domain_scores_codex":[0.9983252,0.0001783724,0.0003719731,0.0004961326,0.0003279551,0.0003003565],"domain_scores_gemma":[0.998216,0.000807537,0.0001961547,0.0002076195,0.0000385268,0.000534135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006405943,0.002584041,0.7574077,0.003632256,0.0002152497,0.0003473284,0.001715273,9.624168e-7,0.02287005,0.0003102947,0.006429774,0.1980811],"study_design_scores_gemma":[0.002114092,0.005108089,0.9878531,0.001416492,0.0001043976,0.00007788954,0.00006317439,0.001831427,0.001033453,0.0002009363,0.0000690516,0.0001279471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901692,0.001279362,0.0003398155,0.006584686,0.0001211454,0.0006431043,0.00004376037,0.00003726054,0.0007817007],"genre_scores_gemma":[0.9973593,0.0005825288,0.0002305816,0.001218981,0.0005216685,0.00003222149,0.00001195475,0.0000141087,0.00002870668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2304454,"threshold_uncertainty_score":0.4148779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040388617001471,"score_gpt":0.4620483623074521,"score_spread":0.3580095006073051,"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."}}