{"id":"W2161984127","doi":"10.1136/thoraxjnl-2014-206598","title":"The INPULSIS enigma: exacerbations in idiopathic pulmonary fibrosis","year":2014,"lang":"en","type":"article","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Nintedanib; Medicine; Idiopathic pulmonary fibrosis; Exacerbation; Placebo; Internal medicine; Intensive care medicine; Lung; Pathology; Alternative medicine","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":[0.04531476,0.001721908,0.003954053,0.003707742,0.001349155,0.004780449,0.002444986,0.008626188,0.003949922],"category_scores_gemma":[0.1492457,0.0008539078,0.003278397,0.004136784,0.005669403,0.009614246,0.00443669,0.01236547,0.0007844626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984444,"about_ca_system_score_gemma":0.001690738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305939,"about_ca_topic_score_gemma":0.001827123,"domain_scores_codex":[0.9544353,0.0352168,0.003520841,0.001866413,0.004546918,0.0004138214],"domain_scores_gemma":[0.8030127,0.1742102,0.01371587,0.005095728,0.00299513,0.0009704285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006323898,0.000127128,0.01140712,0.04994111,0.005687469,0.002503476,0.00314651,0.002342022,0.001885107,0.1504927,0.1520511,0.6140924],"study_design_scores_gemma":[0.003044065,0.002349349,0.01669438,0.059602,0.009449597,0.01210362,0.001543441,0.006323645,0.00217749,0.3711863,0.5151635,0.0003625915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005704022,0.7383426,0.02223006,0.2135331,0.0139816,0.0003117977,0.0003866827,0.0001806501,0.00532952],"genre_scores_gemma":[0.1404766,0.3849026,0.0324306,0.3250774,0.1109826,0.001012875,0.0005042437,0.0004055856,0.004207426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04531476,"threshold_uncertainty_score":0.2396502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007724594965981746,"score_gpt":0.2513387218674455,"score_spread":0.2436141269014638,"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."}}