{"id":"W4396720589","doi":"10.1007/s43678-024-00695-3","title":"Just the facts: approach to the patient with Interstitial Lung Disease (ILD) in the emergency department","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Emergency department; Interstitial lung disease; Medicine; Medical emergency; Lung; Intensive care medicine; Internal medicine; Nursing","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":[0.002444902,0.001347054,0.001870727,0.001951242,0.008798051,0.007025498,0.002476102,0.01439337,0.008732484],"category_scores_gemma":[0.01627012,0.0009013832,0.001497438,0.0007696607,0.003416206,0.00988973,0.007671372,0.03090635,0.002953789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003519328,"about_ca_system_score_gemma":0.01240315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005866123,"about_ca_topic_score_gemma":0.01808959,"domain_scores_codex":[0.9980178,0.0008120417,0.0002405146,0.0001859444,0.0003731395,0.0003706112],"domain_scores_gemma":[0.992851,0.001940819,0.0004594281,0.0001203332,0.001051062,0.003577359],"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":[0.0002355368,0.0007103424,0.01595153,0.001411125,0.0001340429,0.2552803,0.009676797,0.0009958097,0.001435049,0.008411329,0.6180795,0.08767848],"study_design_scores_gemma":[0.0002246488,0.0008498329,0.01185476,0.008844313,0.0002373554,0.3365358,0.06109381,0.001733223,0.0006933552,0.08725753,0.4901751,0.0005002761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01179774,0.03581553,0.006501078,0.8933542,0.02523158,0.0003591363,0.0001617598,0.0002677299,0.02651121],"genre_scores_gemma":[0.1936267,0.1403148,0.0403349,0.4778396,0.1258951,0.0006329369,0.0004448196,0.0003625384,0.02054869],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01439337,"threshold_uncertainty_score":0.02921313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09202989377372071,"score_gpt":0.3704791075775209,"score_spread":0.2784492138038002,"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."}}