{"id":"W2561415815","doi":"10.1055/s-2006-933980","title":"Analyse der Bronchiallavage bei interstitiellen Lungenerkrankungen","year":2006,"lang":"de","type":"article","venue":"Pneumologie","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gynecology","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":["insufficient_payload"],"category_scores_codex":[0.0003527128,0.0007274027,0.0009777433,0.0003362851,0.0002882678,0.0001295273,0.0005770745,0.0005323675,0.001929716],"category_scores_gemma":[0.0001640874,0.0006717097,0.0008219932,0.0004048168,0.0004565222,0.0001878581,0.0003608322,0.0006334562,0.002518563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000530058,"about_ca_system_score_gemma":0.0004394122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238053,"about_ca_topic_score_gemma":0.000114939,"domain_scores_codex":[0.9958518,0.0002667928,0.0009912833,0.001040689,0.0005987292,0.001250777],"domain_scores_gemma":[0.9978882,0.0001878765,0.0002922306,0.0009735672,0.0002191499,0.0004389825],"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":[0.03197048,0.0110508,0.1764543,0.00566158,0.02530647,0.02930105,0.00174925,0.001626946,0.09914072,0.01485336,0.5592407,0.04364438],"study_design_scores_gemma":[0.01052675,0.0247941,0.1551269,0.004232508,0.07414026,0.0002556042,0.001007293,0.009050149,0.01776995,0.005975322,0.690524,0.006597206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2552269,0.6401628,0.001074084,0.006707972,0.01242837,0.001752303,0.001021329,0.0006901979,0.08093607],"genre_scores_gemma":[0.9808714,0.003400454,0.0003671947,0.001253715,0.007077659,0.00005452688,0.0007172561,0.0001158593,0.006141898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7256445,"threshold_uncertainty_score":0.9995734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267929932289765,"score_gpt":0.2516926846712596,"score_spread":0.2390133853483619,"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."}}