{"id":"W3085881633","doi":"10.70252/whpf2291","title":"Cross-Validation of Ratings of Perceived Exertion Derived from Heart Rate Target Ranges Recommended for Pregnant Women","year":2020,"lang":"en","type":"article","venue":"International journal of exercise science","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Rating of perceived exertion; Perceived exertion; Medicine; Heart rate; Guideline; Physical therapy; Linear regression; Exercise intensity; Pregnancy; Physical medicine and rehabilitation; Internal medicine; Blood pressure; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002393,0.00007777547,0.000264424,0.0002256803,0.00004263527,0.00004893567,0.0003442042,0.00002245956,0.000228253],"category_scores_gemma":[0.001485976,0.00006391353,0.0001003735,0.0001949205,0.0001796775,0.00047086,0.00006938606,0.00008234312,0.000002512133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161366,"about_ca_system_score_gemma":0.0002966717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256109,"about_ca_topic_score_gemma":2.210413e-7,"domain_scores_codex":[0.9981967,0.00003265662,0.0005251457,0.0001604331,0.0009190561,0.0001659763],"domain_scores_gemma":[0.9968531,0.0001497114,0.0004446564,0.00007746815,0.002289742,0.0001853156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001821841,0.0001383022,0.004593722,0.00009333625,0.00006241565,0.000004169556,0.002019228,0.0006306471,0.9866407,0.0000332416,0.0002601944,0.003702185],"study_design_scores_gemma":[0.002831682,0.0007861551,0.2409955,0.0006919361,0.0000280894,0.000003000062,0.0007035811,0.004189893,0.7483735,0.0009357827,0.0003872499,0.00007357005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992394,0.00009994225,0.00281564,0.004032714,0.0002100031,0.0003240925,0.0000566501,0.000004675864,0.00006232684],"genre_scores_gemma":[0.985906,0.0001590054,0.01351277,0.0002327436,0.00007684745,0.00001608482,0.00002582928,0.000006297016,0.00006441325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382672,"threshold_uncertainty_score":0.2606318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211613696167371,"score_gpt":0.3440437899276391,"score_spread":0.3119276529659654,"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."}}