{"id":"W1982507553","doi":"10.1055/s-2008-1074469","title":"Experimentelle Erzeugung unilateraler Lungenfibrose mittels Bronchoskopie","year":2008,"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":"Gynecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000207968,0.0007809845,0.001004156,0.0002310784,0.0005820424,0.00005985484,0.000548021,0.0005345099,0.002838148],"category_scores_gemma":[0.0001819355,0.0007248681,0.0007074076,0.0003426556,0.0007335191,0.0003010817,0.0004247536,0.0007075617,0.004570367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515394,"about_ca_system_score_gemma":0.0005270672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001588309,"about_ca_topic_score_gemma":6.656328e-7,"domain_scores_codex":[0.995665,0.000237485,0.0009106615,0.001107373,0.0006742615,0.001405224],"domain_scores_gemma":[0.9974549,0.0001857403,0.0002448281,0.001148473,0.0002103724,0.0007556531],"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":[0.02666879,0.008982019,0.1685567,0.003304485,0.006049054,0.04938482,0.01041839,0.000219994,0.2749427,0.002825085,0.4378073,0.01084053],"study_design_scores_gemma":[0.008776711,0.02517642,0.07399137,0.003617197,0.003721516,0.001831485,0.001373526,0.002687462,0.07055507,0.0007423488,0.8026879,0.004838971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7351884,0.2345311,0.000160995,0.00260895,0.009250659,0.001401167,0.0002696408,0.000505304,0.01608381],"genre_scores_gemma":[0.96077,0.01640112,0.0002868931,0.001893273,0.003270506,0.00008713845,0.0002613093,0.0001333661,0.01689647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648806,"threshold_uncertainty_score":0.9995202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027606808345015,"score_gpt":0.2761751907367444,"score_spread":0.2358991226532943,"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."}}