{"id":"W2772789328","doi":"10.24870/cjb.2017-a254","title":"Next Generation sequencing as a tool in gut microbiota to discriminate between wellness and obese","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gut flora; Biology; Gut microbiome; Computational biology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519738,0.000118159,0.0002050731,0.000302736,0.0002364757,0.00009290983,0.0003670747,0.0003866962,0.000009430322],"category_scores_gemma":[0.0002103654,0.0001170924,0.00003712447,0.00005625081,0.0001430683,0.00001312557,0.00006870452,0.0002404828,0.000007345701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105367,"about_ca_system_score_gemma":0.0008407366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006266345,"about_ca_topic_score_gemma":0.09401052,"domain_scores_codex":[0.9991227,0.00003113318,0.0002765005,0.0002069962,0.00003234109,0.0003302961],"domain_scores_gemma":[0.9992173,0.000003674293,0.0001770635,0.0003444288,0.00005201614,0.0002055025],"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":[0.00000855836,0.000002967922,0.004222658,0.00001237264,0.0000134449,0.0000697773,0.0001030302,0.000003519058,0.9804217,0.0002185954,0.0005070165,0.01441631],"study_design_scores_gemma":[0.0009492457,0.0007705213,0.05782434,0.0001484686,0.00003247531,0.0008865992,0.0004216532,0.00001701569,0.8893244,0.0003692211,0.04886274,0.0003933348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906266,0.0005923102,0.0001619864,0.008219026,0.0002005003,0.0001181534,0.00001932775,0.000001968139,0.00006010247],"genre_scores_gemma":[0.9984973,0.0001847234,0.000611691,0.000392408,0.000195724,0.000001390716,0.00001006228,0.00001329919,0.00009338227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09109735,"threshold_uncertainty_score":0.947288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950111368439862,"score_gpt":0.2751685584369847,"score_spread":0.2356674447525861,"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."}}