{"id":"W3015663155","doi":"10.1183/13993003.00590-2020","title":"Prognostic impact of typical and probable usual interstitial pneumonia pattern in idiopathic pulmonary fibrosis: is the debate about biopsy a<i>Star Wars</i>saga?","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Idiopathic pulmonary fibrosis; Medicine; Usual interstitial pneumonia; Pulmonary fibrosis; Biopsy; Pneumonia; Lung biopsy; Pathology; Fibrosis; Internal medicine; Lung","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":[0.003037711,0.0007668316,0.002110765,0.001100382,0.001528796,0.002651001,0.001209342,0.01568243,0.002732497],"category_scores_gemma":[0.02125934,0.0004360523,0.0008100342,0.0006755482,0.001683418,0.002045205,0.0004587701,0.01301804,0.003234464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721157,"about_ca_system_score_gemma":0.001212625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883492,"about_ca_topic_score_gemma":0.003388368,"domain_scores_codex":[0.9977075,0.0009424552,0.0004373915,0.0002260731,0.0005106576,0.0001757864],"domain_scores_gemma":[0.9850172,0.01044886,0.0006123811,0.0002409515,0.002371734,0.0013089],"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":[0.0003625125,0.00004601449,0.003795957,0.0001923657,0.00003919631,0.004182114,0.00008669534,0.00006366717,0.0002896751,0.0007225408,0.9704606,0.01975877],"study_design_scores_gemma":[0.00116114,0.0006553141,0.04474616,0.003590015,0.0005808134,0.06235735,0.001050806,0.00288338,0.0008094087,0.0176346,0.8641165,0.0004144245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002222485,0.01568928,0.0001734217,0.7912894,0.1850857,0.00001801895,0.0001654946,0.00004696369,0.005309262],"genre_scores_gemma":[0.0174525,0.008068047,0.0004184126,0.3812407,0.5865335,0.0000436402,0.0001735756,0.00004861447,0.006020929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01568243,"threshold_uncertainty_score":0.01606512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249572649852118,"score_gpt":0.262989782145691,"score_spread":0.2404940556471698,"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."}}