{"id":"W2728609368","doi":"10.1097/hcr.0000000000000263","title":"Clinical Model of Exercise-Related Dyspnea in Adult Patients With Cystic Fibrosis","year":2017,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; St. Michael's Hospital","funders":"","keywords":"Medicine; Cystic fibrosis; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001364257,0.0004552595,0.0003689405,0.0007071236,0.0003203612,0.0006520529,0.0004059329,0.0004474342,0.001746389],"category_scores_gemma":[0.006051149,0.0001558542,0.0004488199,0.000369257,0.0003395273,0.0004087651,0.0004967047,0.0004962918,0.000428574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264088,"about_ca_system_score_gemma":0.0005994018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327776,"about_ca_topic_score_gemma":0.003525726,"domain_scores_codex":[0.9992422,0.0003448297,0.00009737962,0.0001165424,0.0001430096,0.0000560339],"domain_scores_gemma":[0.997726,0.000912754,0.0007594494,0.0001227502,0.0002837195,0.0001953879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007686143,0.00003065453,0.9973891,0.000009453094,0.00003262703,0.00007367735,0.00002757049,0.0004376018,0.00009590013,0.00002002444,0.0001424899,0.001664163],"study_design_scores_gemma":[0.00001734383,0.0002170665,0.9889104,0.0000188333,0.00004869293,0.001226972,0.0001432627,0.008959054,0.00008220918,0.0001278313,0.0002408821,0.000007352675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966954,0.0003104402,0.001628287,0.0002249556,0.000009634075,0.00004328074,0.0004152328,0.00001862959,0.0006542405],"genre_scores_gemma":[0.9990438,0.00003916003,0.0004295501,0.00001542159,0.000005485849,0.00001749188,0.0003788884,0.000001551606,0.0000687405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003327776,"threshold_uncertainty_score":0.007214963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439825306063771,"score_gpt":0.3267164039491011,"score_spread":0.3123181508884634,"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."}}