{"id":"W2460939637","doi":"10.1164/rccm.201601-0149ed","title":"Does Breathing Amplify Fibrosis?","year":2016,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Medicine; Breathing; Fibrosis; Intensive care medicine; Internal medicine; 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":[0.003068093,0.0005859642,0.001257968,0.0006364653,0.002667472,0.003909084,0.0009707822,0.03730286,0.007095219],"category_scores_gemma":[0.02682046,0.0004757135,0.00127499,0.0003279896,0.00346414,0.003754575,0.001907722,0.03308288,0.003547695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955055,"about_ca_system_score_gemma":0.002503569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165474,"about_ca_topic_score_gemma":0.00256082,"domain_scores_codex":[0.997807,0.0008533176,0.0002791493,0.0002329317,0.0005471127,0.0002804617],"domain_scores_gemma":[0.9913849,0.005248475,0.0009180731,0.0003560226,0.0008982817,0.001194322],"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":[0.000215188,0.0001485737,0.005092862,0.0002110283,0.00009980049,0.02551097,0.0004568008,0.0001591116,0.0007359174,0.01878523,0.8966371,0.05194737],"study_design_scores_gemma":[0.0005663758,0.0002934846,0.004326684,0.001371471,0.0001450281,0.02604245,0.001235566,0.0007928356,0.0007001335,0.0697028,0.8947048,0.000118459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006831079,0.002961837,0.00008279483,0.9791839,0.01337411,0.000005526089,0.00001156225,0.00001216521,0.003684971],"genre_scores_gemma":[0.01649746,0.004073626,0.0003212206,0.8279698,0.1440501,0.00002528818,0.00001745441,0.00001695943,0.00702814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03730286,"threshold_uncertainty_score":0.02373588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972715247422308,"score_gpt":0.3126810007269462,"score_spread":0.2929538482527231,"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."}}