{"id":"W4288046641","doi":"10.1016/j.rmr.2022.06.002","title":"Atteinte pulmonaire du déficit en alpha-1 antitrypsine. Recommandations pratiques pour le diagnostic et la prise en charge","year":2022,"lang":"fr","type":"article","venue":"Revue des Maladies Respiratoires","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Medicine; Cyclophosphamide; Gynecology; Context (archaeology); Surgery; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001256259,0.0006038452,0.0008474756,0.0003352282,0.001152839,0.0002344425,0.0005482309,0.0002575526,0.002844638],"category_scores_gemma":[0.002899661,0.0006716891,0.0005386578,0.0004907168,0.0004914961,0.000575636,0.0006968803,0.001050161,0.0002539133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573359,"about_ca_system_score_gemma":0.001014459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202103,"about_ca_topic_score_gemma":0.000184162,"domain_scores_codex":[0.99456,0.002404055,0.0009126118,0.0007988431,0.0004354923,0.0008890119],"domain_scores_gemma":[0.9960628,0.002228197,0.0003530632,0.0006947806,0.0002706364,0.0003905146],"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":[0.007783599,0.01046266,0.1304194,0.02197793,0.002645897,0.02098725,0.02227174,0.002272459,0.01571751,0.2669424,0.3058693,0.1926499],"study_design_scores_gemma":[0.001288526,0.003764044,0.03152511,0.006079093,0.000676651,0.001514648,0.002673233,0.005224703,0.0003960738,0.0008831197,0.9450952,0.000879636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118139,0.1755742,0.001149424,0.06466285,0.004581138,0.002473985,0.002620255,0.0005073252,0.03661696],"genre_scores_gemma":[0.9184535,0.01928276,0.000743743,0.001837495,0.002841308,0.0006339342,0.0004563037,0.0001923231,0.05555863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392259,"threshold_uncertainty_score":0.9995734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457315295436033,"score_gpt":0.2713786075004274,"score_spread":0.2568054545460671,"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."}}