{"id":"W4409645058","doi":"10.1037/hea0001511","title":"A systematic review of postpartum physical activity intervention mediators.","year":2025,"lang":"en","type":"review","venue":"Health Psychology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intervention (counseling); PsycINFO; Psychology; Physical activity; Clinical psychology; Developmental psychology; Medicine; MEDLINE; Psychotherapist; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001028676,0.0002253904,0.003660824,0.0003492375,0.0000235835,0.000002883717,0.0001662316,0.0001085408,0.00006736275],"category_scores_gemma":[0.0008210013,0.0001645633,0.0007021143,0.000448086,0.00005533017,0.00002153741,0.00007326285,0.0003996033,0.0001070666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620322,"about_ca_system_score_gemma":0.000563722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007359253,"about_ca_topic_score_gemma":0.000001294803,"domain_scores_codex":[0.9969777,0.001116297,0.0008646596,0.0003556803,0.0003567663,0.000328841],"domain_scores_gemma":[0.9979148,0.0003748339,0.0008004644,0.0005755455,0.0001448355,0.0001895455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008218018,0.0004521484,3.265915e-7,0.8221216,0.0002403258,0.000004996771,0.000006264613,1.015034e-9,1.617242e-8,0.0001896895,0.01464263,0.1623338],"study_design_scores_gemma":[0.000239624,0.0004512187,0.00003933419,0.8209081,0.0009028628,0.00001164412,0.000001446472,8.820337e-7,3.634366e-8,0.00002215013,0.1773608,0.00006194313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001220758,0.9892299,0.00009316154,0.004037437,0.0002442224,0.005403988,0.00006082744,0.00002307959,0.0009062054],"genre_scores_gemma":[0.00000439621,0.9942769,0.00004623083,0.003533041,0.00005876842,0.001017798,0.0002979644,0.00001717598,0.0007477014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1627181,"threshold_uncertainty_score":0.6710696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06571977605510614,"score_gpt":0.5366242433923295,"score_spread":0.4709044673372234,"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."}}