{"id":"W2901660941","doi":"10.1111/resp.13442","title":"Lumpers versus splitters: What to do with suspected idiopathic pulmonary fibrosis?","year":2018,"lang":"en","type":"letter","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Dermatology; Internal medicine; Fibrosis; 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":[0.004149801,0.0007376064,0.002295305,0.001651789,0.004149644,0.004924447,0.002409711,0.04379794,0.0101274],"category_scores_gemma":[0.03356216,0.0007590471,0.001505657,0.001133965,0.004513607,0.007837235,0.001639482,0.03242648,0.005327887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004934949,"about_ca_system_score_gemma":0.003904912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004436924,"about_ca_topic_score_gemma":0.009554267,"domain_scores_codex":[0.9960325,0.001350792,0.0008432246,0.0005596421,0.0006538313,0.0005598743],"domain_scores_gemma":[0.9892316,0.0057347,0.0007362823,0.0002654746,0.001580531,0.002451326],"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":[0.0004882466,0.0002873587,0.02299789,0.0004160714,0.0000990519,0.04543864,0.0007170808,0.0003591122,0.0004531997,0.01113984,0.8560154,0.06158813],"study_design_scores_gemma":[0.001538231,0.0008243361,0.01834394,0.008349665,0.0003232999,0.1603915,0.01424237,0.002307232,0.0007613444,0.08772613,0.7046852,0.0005067605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001542936,0.005213058,0.0001484553,0.9800252,0.008638049,0.00001335825,0.0000372328,0.00001439371,0.004367352],"genre_scores_gemma":[0.02967176,0.007085019,0.0008068695,0.8432752,0.1153416,0.00004173408,0.00008303668,0.00004514083,0.003649606],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04379794,"threshold_uncertainty_score":0.03580576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524532387599706,"score_gpt":0.2663939407777883,"score_spread":0.2511486169017912,"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."}}