{"id":"W3172027974","doi":"10.1177/17579139211018724","title":"Knowledge into action: proposing an evidence-based group prenatal exercise prescription","year":2021,"lang":"en","type":"review","venue":"Perspectives in Public Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Medical prescription; Randomized controlled trial; Medicine; Exercise prescription; Physical therapy; Nursing; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01863601,0.001432924,0.002479817,0.003623069,0.0007237379,0.003230681,0.003276665,0.00641482,0.004921364],"category_scores_gemma":[0.02761313,0.0007592367,0.003623577,0.001769352,0.001491458,0.003495304,0.003393491,0.005222345,0.001081403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062685,"about_ca_system_score_gemma":0.01218966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039684,"about_ca_topic_score_gemma":0.004195336,"domain_scores_codex":[0.9896539,0.0054182,0.001712405,0.0007480735,0.002070474,0.0003969762],"domain_scores_gemma":[0.989127,0.007549679,0.001340199,0.0003302577,0.001109999,0.0005428148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003135074,0.0007864142,0.0006682006,0.07880195,0.0007178857,0.000234454,0.0009510064,0.001086647,0.0005942697,0.0123353,0.00989053,0.8936198],"study_design_scores_gemma":[0.004598049,0.002655972,0.01088937,0.464583,0.00779119,0.001403546,0.002421296,0.005399986,0.002392319,0.04239643,0.4552026,0.0002662509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01229454,0.7133502,0.1104404,0.109463,0.009119672,0.02164836,0.0007989362,0.0007830408,0.0221019],"genre_scores_gemma":[0.07211527,0.4886445,0.396975,0.02487074,0.001545706,0.01168422,0.000790259,0.00005644471,0.003317932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01863601,"threshold_uncertainty_score":0.09855789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2852533423220481,"score_gpt":0.4885802395913844,"score_spread":0.2033268972693363,"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."}}