{"id":"W4242240560","doi":"10.3410/f.717971199.793469516","title":"Faculty Opinions recommendation of Mechanism of augmented exercise hyperpnea in chronic heart failure and dead space loading.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hyperpnea; Mechanism (biology); Failure mechanism; Space (punctuation); Medicine; Dead space; Heart failure; Physical therapy; Cardiology; Internal medicine; Computer science; Engineering; Physics; Structural engineering; Respiratory system; Operating system","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":[0.0009845425,0.00251173,0.001714823,0.00236894,0.0005068755,0.002076335,0.002696321,0.00299217,0.06245438],"category_scores_gemma":[0.007841222,0.0005099115,0.002827981,0.002289972,0.0002796988,0.001119524,0.00152449,0.001545928,0.05596106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162289,"about_ca_system_score_gemma":0.002354465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936746,"about_ca_topic_score_gemma":0.04857134,"domain_scores_codex":[0.999208,0.0001076764,0.0001147814,0.000292292,0.0001717651,0.00010538],"domain_scores_gemma":[0.9977409,0.0007146744,0.000320375,0.0004131602,0.0005231577,0.0002876208],"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":[0.0002455612,0.00003937974,0.003671223,0.001434992,0.0001267685,0.00003203652,0.000009876815,0.0003114693,0.0001617292,0.000180873,0.9883691,0.005416915],"study_design_scores_gemma":[0.001832218,0.0001004602,0.03129708,0.001519847,0.0005005432,0.0003152879,0.00007726624,0.003464747,0.001192628,0.002463802,0.9571348,0.0001012114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002791655,0.0002091382,0.0001054155,0.0001590055,0.00006762633,0.00002361085,0.998139,0.0003709149,0.0006460046],"genre_scores_gemma":[0.001575414,0.00020548,0.0004927272,0.0001859303,0.00003665846,0.0001031416,0.9961176,0.00007038086,0.001212825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06245438,"threshold_uncertainty_score":0.2089307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123987295848935,"score_gpt":0.320743018003115,"score_spread":0.2995031450446257,"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."}}