{"id":"W3046653403","doi":"10.1097/spc.0000000000000516","title":"Heart, lungs, and muscle interplay in worsening activity-related breathlessness in advanced cardiopulmonary disease","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; COPD; Heart failure; Ventilation (architecture); Intensive care medicine; Hypoxemia; Pulmonary rehabilitation; Cardiology; Anaerobic exercise; Heliox; Cardiorespiratory fitness; Neuromuscular disease; Heart disease; Internal medicine; Disease; Physical therapy; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005853458,0.000855002,0.001646774,0.001365362,0.0002120493,0.001165507,0.0007677714,0.001425215,0.003515712],"category_scores_gemma":[0.001443643,0.0001883672,0.0006184859,0.001151287,0.0004405284,0.001148014,0.0007331368,0.00128141,0.001295775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608459,"about_ca_system_score_gemma":0.001228166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007334383,"about_ca_topic_score_gemma":0.0009874988,"domain_scores_codex":[0.9997699,0.00005738216,0.00005053065,0.00004479116,0.00005740209,0.00001998346],"domain_scores_gemma":[0.999276,0.0003720568,0.0001655895,0.000009722214,0.0001285934,0.00004806243],"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":[0.0002548718,0.00005825365,0.0006747043,0.1047865,0.0004286938,0.000376787,0.0001644663,0.0003084124,0.0009113029,0.001785932,0.06052796,0.829722],"study_design_scores_gemma":[0.00005950198,0.0004033563,0.006518964,0.04843419,0.001343312,0.003673924,0.0002787862,0.0002090718,0.0004375895,0.001918182,0.9366782,0.00004485734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001066076,0.9988484,0.00004094127,0.0003377823,0.0003890454,0.000006021442,0.00001979906,0.00000385662,0.0002474204],"genre_scores_gemma":[0.0009872669,0.9975351,0.00006739624,0.0003591237,0.0007973425,0.00001068022,0.00003205921,0.000001283991,0.0002096527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003515712,"threshold_uncertainty_score":0.01176125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06066660788402874,"score_gpt":0.4151545881701378,"score_spread":0.3544879802861091,"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."}}