{"id":"W2765254100","doi":"10.1139/h11-061","title":"Evidence-based risk assessment and recommendations for physical activity clearance: pregnancy<sup>1</sup>This paper is one of a selection of papers published in this Special Issue, entitled Evidence-based risk assessment and recommendations for physical activity clearance, and has undergone the Journal’s usual peer review process.","year":2011,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Exercise Physiology; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Pregnancy; Adverse effect; Physical therapy; Obstetrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05903422,0.002239738,0.006400673,0.01289809,0.0009963466,0.007829682,0.005210142,0.007425047,0.01890313],"category_scores_gemma":[0.2934448,0.002131253,0.01023106,0.00768891,0.001254763,0.005225026,0.003992735,0.006729099,0.008911594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004645022,"about_ca_system_score_gemma":0.01691617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990819,"about_ca_topic_score_gemma":0.005034859,"domain_scores_codex":[0.9292621,0.02647997,0.02535141,0.001390865,0.016575,0.0009406862],"domain_scores_gemma":[0.7213631,0.1716889,0.04129431,0.00499579,0.05857508,0.002082794],"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":[0.0005303044,0.0001505188,0.001275965,0.4108526,0.003873484,0.0002432398,0.000480665,0.0004295212,0.0004184709,0.003452533,0.2097905,0.3685022],"study_design_scores_gemma":[0.000468255,0.0001671167,0.002744878,0.6897367,0.005138346,0.0002953266,0.0002792382,0.0003887629,0.0003660012,0.004117456,0.2961673,0.0001305742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001093954,0.888289,0.01136853,0.05090876,0.02064455,0.009416065,0.005463005,0.0005776924,0.01223847],"genre_scores_gemma":[0.0139395,0.8632274,0.07421578,0.01661478,0.007350633,0.01219464,0.007717917,0.0002806454,0.004458723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05903422,"threshold_uncertainty_score":0.3122065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184116014485205,"score_gpt":0.4078832768401427,"score_spread":0.2894716753916222,"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."}}