{"id":"W4229336123","doi":"10.14740/jmc3927","title":"Idiopathic Pleuroparenchymal Fibroelastosis","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumomediastinum; Hypersensitivity pneumonitis; Lung transplantation; Idiopathic pulmonary fibrosis; Usual interstitial pneumonia; Interstitial lung disease; Emergency department; Histopathology; Rare disease; Restrictive lung disease; Lung; Disease; Surgery; Radiology; Pediatrics; Transplantation; Internal medicine; Pathology; Pneumothorax","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740405,0.0008901335,0.0007234605,0.001319558,0.001042876,0.0007354508,0.000669369,0.001252781,0.002812715],"category_scores_gemma":[0.001851627,0.0003206209,0.0005030926,0.0010966,0.00103466,0.0013266,0.0007494264,0.001145163,0.0008827317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067695,"about_ca_system_score_gemma":0.0004773958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004476761,"about_ca_topic_score_gemma":0.0005798137,"domain_scores_codex":[0.9995916,0.00006463074,0.00004734894,0.00006396396,0.00007988294,0.0001526598],"domain_scores_gemma":[0.9990699,0.0002237239,0.0003498304,0.00008624617,0.00005273853,0.0002176179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006163764,0.00007653952,0.04181033,0.0003352857,0.00001895529,0.9371303,0.0002050845,0.00009514939,0.002243224,0.0008210698,0.001264637,0.01593778],"study_design_scores_gemma":[0.000008912363,0.00002441297,0.00670423,0.00005457808,0.000008609841,0.9907067,0.00007031891,0.00008256171,0.0003673874,0.0002256073,0.001742812,0.000003916015],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859197,0.07851707,0.008190448,0.002891517,0.0006732257,0.0003808388,0.000484332,0.0004720371,0.04919342],"genre_scores_gemma":[0.9830661,0.01147676,0.001501511,0.0008525046,0.0008179237,0.00004426949,0.0001943119,0.00002942851,0.002017178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812715,"threshold_uncertainty_score":0.009409487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083454781459649,"score_gpt":0.2859037368571668,"score_spread":0.2650691890425703,"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."}}