{"id":"W3201636614","doi":"10.1161/circheartfailure.121.008738","title":"Significant Variation in Exercise Recommendations for Youth With Cardiomyopathies or Fontan Circulation","year":2021,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Circulation (fluid dynamics); Internal medicine; Cardiology; Fontan procedure; Medicine; Engineering; Heart disease","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":[0.000791393,0.0005960719,0.001545275,0.0008317281,0.0002032839,0.000175814,0.0001193998,0.001143662,0.0001248764],"category_scores_gemma":[0.0003638344,0.0005463609,0.0007598846,0.001013338,0.0000657306,0.0003416289,0.00003887411,0.001197667,0.00002250651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006997187,"about_ca_system_score_gemma":0.0007872154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324287,"about_ca_topic_score_gemma":0.0001143271,"domain_scores_codex":[0.9962396,0.0003181359,0.0008179259,0.001148941,0.0009008223,0.0005745782],"domain_scores_gemma":[0.9971695,0.0003547338,0.0003134506,0.001204675,0.0008205958,0.0001370616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001656673,0.0004271,0.01481017,0.006524094,0.001782811,0.001395609,0.005153154,0.007976515,0.003574289,0.00007186433,0.9474194,0.009208309],"study_design_scores_gemma":[0.01381327,0.0005557092,0.1122355,0.01194208,0.007871116,0.001091475,0.00180011,0.003808394,0.0003425126,0.0002708378,0.8435509,0.002718052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01731629,0.001645467,0.03604044,0.9234854,0.001700471,0.01805673,0.000806289,0.0006400861,0.0003088346],"genre_scores_gemma":[0.8245503,0.0002205725,0.03749793,0.08389364,0.008187039,0.003626913,0.04034227,0.0007576788,0.0009236214],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8395917,"threshold_uncertainty_score":0.9996988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282869350531158,"score_gpt":0.265627275087978,"score_spread":0.2327985815826664,"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."}}