{"id":"W3014028040","doi":"10.1080/24745332.2020.1727304","title":"Interventional pulmonary medicine","year":2020,"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":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pulmonary medicine; Medical physics; Intensive care 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":[0.0003533527,0.000682499,0.0003799512,0.001175974,0.0009272727,0.001247849,0.0004741207,0.001343008,0.08679678],"category_scores_gemma":[0.001368283,0.0001309529,0.000503218,0.0004943831,0.0005602866,0.0004989224,0.0007527343,0.001923337,0.02170278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006936743,"about_ca_system_score_gemma":0.0009952125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006023521,"about_ca_topic_score_gemma":0.001399398,"domain_scores_codex":[0.999603,0.00005924473,0.0000391062,0.00008324448,0.0001190913,0.00009645143],"domain_scores_gemma":[0.9992542,0.0001399161,0.00008353683,0.00005903368,0.0001469549,0.000316339],"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":[0.0002333444,0.0004122843,0.01879599,0.001199625,0.0001428651,0.02374926,0.0001487256,0.0002361945,0.009271988,0.007161916,0.3222283,0.6164196],"study_design_scores_gemma":[0.0001383233,0.0003472427,0.02566394,0.001362426,0.000117172,0.0979372,0.0001440042,0.0004720308,0.002403683,0.005059049,0.8663223,0.00003267808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03042803,0.1478513,0.009753967,0.04179365,0.02001766,0.0004458311,0.001172369,0.001430366,0.7471067],"genre_scores_gemma":[0.3921293,0.08854985,0.01196535,0.04796407,0.07957074,0.000399431,0.002340015,0.0003311695,0.3767501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08679678,"threshold_uncertainty_score":0.2903642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886889665817943,"score_gpt":0.3073288203801951,"score_spread":0.2684599237220157,"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."}}