{"id":"W4364862022","doi":"10.1007/978-3-031-12950-6_38","title":"Unclassifiable Interstitial Lung Disease","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Interstitial lung disease; Medicine; Lung disease; Lung; Pathology; 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":[0.0003335505,0.0005069934,0.0005050349,0.00093903,0.0006328235,0.001110572,0.0006621712,0.0008842111,0.06902298],"category_scores_gemma":[0.0008281628,0.0001691339,0.0002542478,0.0008057614,0.0005142069,0.0009875995,0.0009332921,0.001547958,0.03285166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005869776,"about_ca_system_score_gemma":0.0008016259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764511,"about_ca_topic_score_gemma":0.01261582,"domain_scores_codex":[0.9998198,0.00002851639,0.00001013816,0.00001913948,0.00009972284,0.00002265002],"domain_scores_gemma":[0.9998102,0.00009363279,0.00001168617,0.00001457469,0.0000453368,0.00002470362],"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":[0.00001020469,0.00002391559,0.000107206,0.0001456971,0.000002371189,0.000205409,0.0001180212,0.0001508096,0.0001677157,0.03154589,0.8343065,0.1332162],"study_design_scores_gemma":[0.000001996477,0.000005853139,0.0003202903,0.0001707189,0.000001529698,0.0004005781,0.00003136082,0.00004855091,0.00002777289,0.00675539,0.9922332,0.000002781319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003479554,0.03448465,0.001574533,0.003249631,0.00841919,0.00004506897,0.0003821148,0.00009965459,0.9513972],"genre_scores_gemma":[0.002529239,0.02182267,0.0009770767,0.003189969,0.002591331,0.00005043116,0.0005362064,0.00005630662,0.9682466],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06902298,"threshold_uncertainty_score":0.2309049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354668023931352,"score_gpt":0.2605948838195228,"score_spread":0.2370482035802093,"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."}}