{"id":"W4396759607","doi":"10.2139/ssrn.4820266","title":"Cancer Associated Bacteria in Primary and Metastatic Non-Small Cell Lung Cancer","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Bacteria; Lung cancer; Cancer; Primary (astronomy); Medicine; Lung; Oncology; Primary cancer; Cancer research; Internal medicine; Biology; Genetics; Physics","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":[0.0001460487,0.0001674021,0.0004683399,0.0006567233,0.0002582363,0.0006268116,0.0001150699,0.0004410242,0.004247165],"category_scores_gemma":[0.0007103443,0.000159194,0.000179812,0.0007706518,0.0002057189,0.000200383,0.0003832706,0.000381209,0.0004500519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499427,"about_ca_system_score_gemma":0.0002887113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279322,"about_ca_topic_score_gemma":0.001481639,"domain_scores_codex":[0.9998407,0.00002420805,0.000009879692,0.00002877138,0.00004765605,0.00004872991],"domain_scores_gemma":[0.999844,0.0000417807,0.00002996944,0.00001097811,0.00002798231,0.00004532977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01034995,0.0004103337,0.6986556,0.0009015864,0.000352037,0.002344094,0.0008436388,0.0007043416,0.1692747,0.001739278,0.006770949,0.1076536],"study_design_scores_gemma":[0.00005428785,0.0002836096,0.9863006,0.00005119934,0.0001444205,0.001813822,0.000531562,0.0006715317,0.004699941,0.001554987,0.003883613,0.00001034119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845925,0.0102931,0.0002888366,0.0003275555,0.00008633119,0.00001417288,0.001476637,0.00001818286,0.002902633],"genre_scores_gemma":[0.9946345,0.002382926,0.0001864824,0.0000834982,0.00004635203,0.00001145813,0.0009205656,0.000009984752,0.001724257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004247165,"threshold_uncertainty_score":0.01420814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006275462810658497,"score_gpt":0.2672961417718127,"score_spread":0.2610206789611542,"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."}}