{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002092161,0.0003911169,0.001427771,0.001225206,0.0001966916,0.0002306587,0.0002710941,0.0001977804,0.0002310083],"category_scores_gemma":[0.001264409,0.0003432544,0.0002909145,0.001378862,0.0001540329,0.0009029672,0.000153489,0.000892651,0.00003658698],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004660957,"about_ca_system_score_gemma":0.007310921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341419,"about_ca_topic_score_gemma":0.0001876585,"domain_scores_codex":[0.9955488,0.001245973,0.0007047011,0.001014925,0.0007205403,0.0007650104],"domain_scores_gemma":[0.9976277,0.0002346564,0.0002637742,0.0006368402,0.0005039006,0.0007331602],"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":[0.00002021434,0.001249837,0.00002153604,0.06244627,0.00007445782,0.00002531349,0.002017445,8.68962e-7,2.936458e-7,0.003035333,0.0005963603,0.9305121],"study_design_scores_gemma":[0.0006404806,0.0008654572,0.0007021534,0.0843432,0.000122988,0.00001774924,0.004074557,0.0003281768,5.624137e-7,0.00008673664,0.9084792,0.0003387095],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003144783,0.9920725,0.0007157749,0.002553042,0.0002567922,0.00356837,0.00001464075,0.0001038548,0.0006835771],"genre_scores_gemma":[0.0007898867,0.993417,0.002790738,0.00009666083,0.0003694396,0.001075051,0.0008034679,0.00006370124,0.0005940803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9301733,"threshold_uncertainty_score":0.999902,"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."}}