{"id":"W1980292633","doi":"10.1183/09031936.00182612","title":"Selected clinical highlights from the 2012 ERS congress in Vienna","year":2012,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Medicine; Pulmonary rehabilitation; Context (archaeology); Pulmonology; Intensive care medicine; Respiratory Medicine; Idiopathic pulmonary fibrosis; COPD; Clinical Practice; Pulmonary disease; Lung; Internal medicine; Physical therapy; Surgery","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":[0.001484113,0.00167766,0.0007248966,0.003218726,0.0007162105,0.002266184,0.0006435816,0.00230855,0.04728166],"category_scores_gemma":[0.001897996,0.0003402066,0.0007697491,0.002483828,0.0002216166,0.001310344,0.001293198,0.001438344,0.02281455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008645641,"about_ca_system_score_gemma":0.0008197547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004704247,"about_ca_topic_score_gemma":0.001382336,"domain_scores_codex":[0.9991689,0.0001644917,0.0001011526,0.0001076449,0.0003315152,0.0001264099],"domain_scores_gemma":[0.998839,0.0001456235,0.0002020398,0.00002522711,0.0004292739,0.0003589123],"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":[0.0001628705,0.0000666214,0.0007661807,0.00098578,0.00002289991,0.001077472,0.00007351558,0.0001327084,0.000798927,0.0004163145,0.8605909,0.1349059],"study_design_scores_gemma":[0.0000197784,0.00008284205,0.002765292,0.0007515964,0.00001499266,0.001551963,0.0001167728,0.0000363187,0.0002382278,0.0001530164,0.9942566,0.00001269479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01167956,0.41894,0.002056262,0.07641298,0.2809051,0.0004534391,0.003957738,0.0004755025,0.2051194],"genre_scores_gemma":[0.03046709,0.317717,0.002725301,0.02550001,0.2975741,0.0004411024,0.008150927,0.0003462038,0.3170783],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04728166,"threshold_uncertainty_score":0.1581729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133724862523976,"score_gpt":0.3136230696383104,"score_spread":0.2722858210130707,"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."}}