{"id":"W4415597653","doi":"10.1080/24745332.2025.2563324","title":"Interstitial lung disease in Canada: Past, present and future","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Paul's Hospital","funders":"","keywords":"Interstitial lung disease; Disease; Lung; Lung disease; Respiratory disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002493704,0.0004702772,0.000849151,0.003198293,0.003983097,0.003916853,0.001226477,0.001506844,0.006775326],"category_scores_gemma":[0.003794647,0.0002493614,0.0005705876,0.008791421,0.002225308,0.001519888,0.001559093,0.002539166,0.0006086407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06057564,"about_ca_system_score_gemma":0.2662317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790141,"about_ca_topic_score_gemma":0.9914426,"domain_scores_codex":[0.9982328,0.0001305086,0.00009880868,0.0001477217,0.0007808759,0.0006092761],"domain_scores_gemma":[0.9907698,0.0005352639,0.0005201185,0.00006421907,0.004884417,0.003226226],"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":[0.000347144,0.0001218579,0.04868911,0.008863266,0.0001938436,0.001049685,0.002683511,0.0005085221,0.0007061854,0.01941482,0.2848638,0.6325583],"study_design_scores_gemma":[0.00006325041,0.0001144468,0.1171183,0.01342557,0.0003230113,0.00153092,0.009109893,0.0004072924,0.000237427,0.003932009,0.8535466,0.0001911783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007771961,0.8441548,0.0002969058,0.1282945,0.002671668,0.00003304131,0.002211639,0.00006676761,0.0144988],"genre_scores_gemma":[0.06114527,0.9199802,0.001409376,0.01252904,0.0009610898,0.00002585911,0.001051062,0.00002421899,0.00287387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06057564,"threshold_uncertainty_score":0.4395091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008378829712368906,"score_gpt":0.2670184786385971,"score_spread":0.2586396489262282,"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."}}