{"id":"W1857313506","doi":"10.1111/resp.12568","title":"Unclassifiable interstitial lung disease: A review","year":2015,"lang":"en","type":"review","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Michael Smith Health Research BC","keywords":"Medicine; Interstitial lung disease; Lung; Lung disease; Intensive care medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005451587,0.0006485455,0.003550681,0.0002746577,0.00006954396,0.00002581157,0.0004654213,0.0004892159,0.00105003],"category_scores_gemma":[0.0003388608,0.0004920269,0.001446972,0.0003503126,0.0002201328,0.00006859084,0.000320606,0.0007741724,0.0008531598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443318,"about_ca_system_score_gemma":0.002114566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239818,"about_ca_topic_score_gemma":7.015275e-7,"domain_scores_codex":[0.9966332,0.0004182897,0.0009774645,0.0008088246,0.0005296448,0.0006325279],"domain_scores_gemma":[0.9973581,0.00009427378,0.0003747872,0.001000453,0.0001974579,0.0009749249],"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":[0.001254515,0.0002341796,0.000008008449,0.3057672,0.0004286355,0.001943324,0.000003680916,8.055211e-8,1.515571e-7,0.0004981683,0.2723961,0.417466],"study_design_scores_gemma":[0.0002974343,0.0008807031,0.000001531044,0.1478187,0.008243111,0.0004782032,8.615714e-7,0.00001824441,8.065955e-9,0.00004637473,0.8418767,0.0003380453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.940081e-7,0.9892969,0.00002879314,0.0006959051,0.0008508278,0.001908117,0.0003124639,0.0001344531,0.006772304],"genre_scores_gemma":[0.000002538236,0.9890828,0.00002860862,0.002414756,0.001403879,0.0004096978,0.001069137,0.0001181017,0.005470458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5694807,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07094021214892124,"score_gpt":0.4129566386054647,"score_spread":0.3420164264565435,"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."}}