{"id":"W3172262340","doi":"10.1200/jco.2021.39.15_suppl.9019","title":"Intestinal <i>Akkermansia muciniphila</i> predicts overall survival in advanced non-small cell lung cancer patients treated with anti-PD-1 antibodies: Results a phase II study.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Internal medicine; Clinical endpoint; Akkermansia muciniphila; Gastroenterology; Biology; Cancer; Medicine; Clinical trial; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00179345,0.0005929287,0.0007928356,0.0002125095,0.0002522531,0.000735153,0.0004630856,0.000532602,0.001454478],"category_scores_gemma":[0.001036245,0.0003480366,0.0009908283,0.0003037103,0.0003878888,0.0004492803,0.0003075615,0.0009150172,0.0003392803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005328989,"about_ca_system_score_gemma":0.0005911191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008652016,"about_ca_topic_score_gemma":0.002053243,"domain_scores_codex":[0.9996322,0.0001771232,0.00002347427,0.00007367817,0.00004104747,0.00005253102],"domain_scores_gemma":[0.9989352,0.000203997,0.0003657156,0.00008995573,0.000101527,0.0003035563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3325403,0.01244848,0.5950931,0.0005130426,0.002377399,0.0001038416,0.0001570835,0.000904405,0.01324327,0.00004328127,0.001363867,0.04121195],"study_design_scores_gemma":[0.04896462,0.1974683,0.7439129,0.00005115486,0.002093893,0.0003713829,0.0001245869,0.001689534,0.002969148,0.00007619719,0.002239195,0.00003899585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976727,0.0008456505,0.0001003633,0.00007456511,0.00001843674,0.0003243678,0.0006315565,0.00001228113,0.0003200228],"genre_scores_gemma":[0.9971819,0.0003797897,0.0003223267,0.0001458673,0.00005045987,0.0002396645,0.001257052,0.000004015397,0.0004189702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179345,"threshold_uncertainty_score":0.009484768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420998630677771,"score_gpt":0.4004092960414666,"score_spread":0.3661993097346889,"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."}}