{"id":"W2142095475","doi":"10.1183/09059180.00002114","title":"Staging of idiopathic pulmonary fibrosis: past, present and future","year":2014,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Logistic regression; Diffusing capacity; Pulmonary function testing; Disease; Intensive care medicine; Lung; Internal medicine; Lung function","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":[0.001235311,0.000956626,0.001599191,0.00427869,0.0002573841,0.001000513,0.001164129,0.0010552,0.001939565],"category_scores_gemma":[0.001944386,0.0002921266,0.0007094831,0.003417922,0.0007387073,0.0016626,0.0006363926,0.001313582,0.001070143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000971959,"about_ca_system_score_gemma":0.001695751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678597,"about_ca_topic_score_gemma":0.004440874,"domain_scores_codex":[0.9996009,0.0001097106,0.00008360137,0.000053273,0.0001203419,0.00003204913],"domain_scores_gemma":[0.9992771,0.0003022826,0.0001396643,0.00001756818,0.0002192796,0.00004413945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000596133,0.00002989448,0.0006763864,0.01539345,0.0001264869,0.0001336552,0.00007217861,0.0003668822,0.0003912749,0.002683885,0.02928,0.9507864],"study_design_scores_gemma":[0.00003378906,0.0001219865,0.005568355,0.02216207,0.0003973297,0.004107408,0.0002915185,0.0003712906,0.0002872963,0.004657325,0.9619499,0.00005184086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008048829,0.9989104,0.0001084205,0.0003467889,0.0001588067,0.000003731649,0.00001302819,0.000004303873,0.0003740725],"genre_scores_gemma":[0.0008951917,0.9983088,0.0002787349,0.0001467808,0.0001411861,0.0000050741,0.00003194284,0.000001089938,0.0001910669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00427869,"threshold_uncertainty_score":0.007052064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446119303439396,"score_gpt":0.3158939998394359,"score_spread":0.281432806805042,"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."}}