{"id":"W2134021027","doi":"10.1152/japplphysiol.00660.2009","title":"Comments on Point:Counterpoint: Exercise-induced intrapulmonary shunting is imaginary vs. real","year":2009,"lang":"en","type":"letter","venue":"Journal of Applied Physiology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Counterpoint; Shunt (medical); Shunting; Cardiology; Medicine; Cardiac output; Pulmonary artery; Internal medicine; Hemodynamics; Psychology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003134961,0.0005307199,0.00175539,0.0005750871,0.000130135,0.00003197458,0.0004581338,0.000876479,0.0002999596],"category_scores_gemma":[0.00001621989,0.0004579657,0.001154389,0.0002513953,0.0001047013,0.00007790668,0.000111179,0.004229625,0.0002920632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498659,"about_ca_system_score_gemma":0.000203865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152125,"about_ca_topic_score_gemma":1.044366e-7,"domain_scores_codex":[0.9971891,0.00008063734,0.001031445,0.0005213301,0.0006312461,0.0005462508],"domain_scores_gemma":[0.9974934,0.0001656464,0.0009584065,0.0009197965,0.0003024719,0.0001602569],"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":[0.001871871,0.00030632,0.00001018293,0.0001574859,0.001034345,0.0007177804,0.0001773586,0.00001674805,0.01456693,0.00004305829,0.9748672,0.006230765],"study_design_scores_gemma":[0.01630177,0.004844571,0.04616261,0.00576149,0.007936283,0.008772168,0.0002578165,0.0003372216,0.008824054,0.04204266,0.8561316,0.002627723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07852509,0.0007980773,0.0001419001,0.7347216,0.001895004,0.001780072,0.00005929157,0.0001767549,0.1819022],"genre_scores_gemma":[0.3004171,0.0008791166,0.0004578467,0.6903422,0.007128985,0.00002501892,0.0003566761,0.0001345282,0.0002584937],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.221892,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296446299473687,"score_gpt":0.2610833706949158,"score_spread":0.2481189077001789,"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."}}