{"id":"W7161787773","doi":"10.82308/32056","title":"Nutritional status and response to immunotherapy in lung cancer patients","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Lung cancer; Immunotherapy; Cancer; Immune checkpoint; Microbiome; Blockade; Subclinical infection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006062727,0.0002954649,0.0005840976,0.001094166,0.0002576325,0.0008371175,0.0005062253,0.0006014457,0.00163643],"category_scores_gemma":[0.003076996,0.0001309414,0.0008770315,0.001540725,0.0001947411,0.0003147691,0.0004761411,0.0005215155,0.0005977115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000881033,"about_ca_system_score_gemma":0.0004611331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364654,"about_ca_topic_score_gemma":0.03719947,"domain_scores_codex":[0.9994387,0.0001379092,0.00007766728,0.0002224612,0.00006072819,0.00006242021],"domain_scores_gemma":[0.9993148,0.0002363575,0.0001769366,0.0001007185,0.0001100085,0.00006132456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007717476,0.0001226805,0.9739654,0.0002331649,0.0004987312,0.0001599662,0.00008782158,0.005406211,0.0004434418,0.0001532904,0.007439864,0.01071773],"study_design_scores_gemma":[0.00008990568,0.0002491585,0.9674318,0.0001788761,0.0002151762,0.00038632,0.0004161104,0.01609893,0.0003286002,0.0005445182,0.01402101,0.00003958369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879978,0.001553555,0.000814192,0.0008289925,0.00005811539,0.00006022263,0.2067349,0.0001132476,0.00183894],"genre_scores_gemma":[0.7489648,0.0005641773,0.001476431,0.0002367351,0.00001975544,0.00009595844,0.2478457,0.00002069136,0.000775718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03364654,"threshold_uncertainty_score":0.06690139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005984215599800826,"score_gpt":0.3135976986090077,"score_spread":0.3076134830092068,"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."}}