{"id":"W2215197668","doi":"10.1136/thoraxjnl-2015-208148","title":"Interstitial lung disease: time to rethink the snapshot diagnosis?","year":2015,"lang":"en","type":"letter","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Snapshot (computer storage); Interstitial lung disease; Lung; Lung disease; Disease; Pathology; Intensive care medicine; Internal medicine","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":[0.01415882,0.001709965,0.00459922,0.005165768,0.00260167,0.008476446,0.004503255,0.009971244,0.006500798],"category_scores_gemma":[0.05187161,0.001080897,0.001592615,0.001727999,0.005456777,0.03346241,0.005645958,0.03310527,0.004385848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004065378,"about_ca_system_score_gemma":0.005920258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006646217,"about_ca_topic_score_gemma":0.01200396,"domain_scores_codex":[0.9939743,0.001722929,0.001108056,0.0006995482,0.001965714,0.0005295392],"domain_scores_gemma":[0.9545443,0.02020031,0.001506222,0.001868427,0.01657116,0.005309541],"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":[0.0003366755,0.000162016,0.008720773,0.002547767,0.0001631211,0.006764537,0.001494573,0.0005179393,0.001564256,0.01826851,0.4617615,0.4976983],"study_design_scores_gemma":[0.0001557889,0.0004014311,0.009468107,0.01801129,0.0003504108,0.03940377,0.0128059,0.002704575,0.0006829781,0.1419549,0.7735059,0.0005549116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00334009,0.2693371,0.009584459,0.6651034,0.04874846,0.00006999512,0.0002638696,0.0004463673,0.003106116],"genre_scores_gemma":[0.06399591,0.4340002,0.03918318,0.241522,0.2158677,0.0002337677,0.0009591517,0.0003660774,0.003872036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01415882,"threshold_uncertainty_score":0.07487988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156190888550359,"score_gpt":0.2876058325374203,"score_spread":0.2660439236519168,"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."}}