{"id":"W4389560119","doi":"10.3390/cells12242801","title":"The Complex Role of the Microbiome in Non-Small Cell Lung Cancer Development and Progression","year":2023,"lang":"en","type":"article","venue":"Cells","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"BC Cancer Foundation; Canadian Institutes of Health Research; Terry Fox Foundation; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Lotte and John Hecht Memorial Foundation","keywords":"Microbiome; Lung cancer; Stromal cell; Cancer; Immune system; Tumor microenvironment; Tumor progression; Biology; Cancer research; Immunology; Lung; Medicine; Bioinformatics; Pathology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001229469,0.00006262419,0.00006177968,0.00001565812,0.00009579281,0.000008321454,0.0001275966,0.0000535775,0.000003210466],"category_scores_gemma":[0.000001539132,0.00003691944,0.0000190243,0.0000918513,0.00004815505,5.350168e-7,0.0001515204,0.00004671538,0.000003204622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106085,"about_ca_system_score_gemma":0.00009640013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002951487,"about_ca_topic_score_gemma":0.0002081873,"domain_scores_codex":[0.9995301,0.00002361267,0.000121514,0.0001271149,0.00003099446,0.0001667105],"domain_scores_gemma":[0.9997661,0.000006887621,0.00005122905,0.000134892,0.00001840113,0.00002254003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007534602,0.00001346633,0.007466969,0.00005717033,0.000004095883,2.200625e-7,0.0003090703,0.000006221417,0.9876187,0.000001453436,0.002366769,0.002148325],"study_design_scores_gemma":[0.0001845758,0.00001157162,0.06792724,0.00003221906,0.000002412074,4.668401e-7,0.0001173921,0.00004123598,0.8701,0.000002338503,0.06153179,0.00004880611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977574,0.001550035,0.000002299538,0.0001465169,0.00008118081,0.0002343268,0.000007798187,0.000002540683,0.0002179515],"genre_scores_gemma":[0.9982576,0.000501288,0.0001676452,0.00007751412,0.00002188557,0.00001719474,0.00001614547,0.000008015598,0.0009327239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175188,"threshold_uncertainty_score":0.1505531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008618232581915183,"score_gpt":0.2626747584847514,"score_spread":0.2540565259028362,"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."}}