{"id":"W4408555253","doi":"10.1055/s-0045-1804661","title":"Früherkennung und Screening des Lungenkarzinoms – Empfehlungen der IASLC-Expertengruppe","year":2025,"lang":"de","type":"article","venue":"Pneumologie","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; University of British Columbia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003992517,0.0006119332,0.0007725514,0.001568031,0.0003254836,0.001349872,0.0004942627,0.001383094,0.003456438],"category_scores_gemma":[0.006646837,0.0001965067,0.0008403299,0.000820378,0.0003965811,0.000899371,0.001487304,0.002128177,0.001795575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355872,"about_ca_system_score_gemma":0.001852177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002841,"about_ca_topic_score_gemma":0.002924083,"domain_scores_codex":[0.9985051,0.0005916412,0.0002278771,0.0001569449,0.0003026335,0.0002159218],"domain_scores_gemma":[0.9963981,0.001784142,0.000393743,0.0002087672,0.0007478609,0.0004673893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003993408,0.0002022651,0.01204689,0.00272699,0.0003190162,0.0005122146,0.0002567211,0.001830099,0.001596114,0.004794604,0.0572855,0.9180303],"study_design_scores_gemma":[0.0003059435,0.0006556458,0.05755699,0.02338325,0.0008915213,0.006119374,0.0007367512,0.003422471,0.005437997,0.01272536,0.8886228,0.0001418093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03392601,0.7717393,0.01102126,0.06994653,0.004000749,0.0004624127,0.002015863,0.0004383512,0.1064495],"genre_scores_gemma":[0.3456988,0.5682586,0.0284905,0.03021051,0.006532848,0.0006568905,0.00567666,0.0002067838,0.0142683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003992517,"threshold_uncertainty_score":0.02111471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389219493615461,"score_gpt":0.3878085890414232,"score_spread":0.3488866396798771,"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."}}