{"id":"W2900417627","doi":"10.3390/nu10111684","title":"Isolation and Characterization of Potentially Probiotic Bacterial Strains from Mice: Proof of Concept for Personalized Probiotics","year":2018,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Probiotic; Isolation (microbiology); Biology; Microbiology; Proof of concept; Bacteria; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435631,0.0004802421,0.0004360278,0.0003219757,0.0001420644,0.0003742608,0.0002953643,0.0004653785,0.0007471452],"category_scores_gemma":[0.0002828271,0.0001980905,0.000327788,0.0001949031,0.0001945961,0.0002905603,0.0003017359,0.0008892798,0.0002819386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009979119,"about_ca_system_score_gemma":0.000267656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352874,"about_ca_topic_score_gemma":0.000280332,"domain_scores_codex":[0.9997478,0.00004676651,0.00002814829,0.00003660978,0.0001004126,0.00004016876],"domain_scores_gemma":[0.9998015,0.00001973103,0.00005826586,0.00003206962,0.00003459873,0.00005395828],"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":[0.00008168563,0.0001266802,0.0001794042,0.00003448817,0.000006377444,0.00002848892,0.000009417371,0.00005641791,0.997234,0.00006288683,0.00003421264,0.002145918],"study_design_scores_gemma":[0.00008783447,0.002087766,0.005511514,0.00002765205,0.00005545507,0.0004694039,0.00003510634,0.0007313877,0.9857055,0.0001236579,0.005153408,0.000011431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483707,0.00224244,0.04603421,0.0005733818,0.0001222694,0.0004523527,0.0009148707,0.0001465992,0.001143142],"genre_scores_gemma":[0.8883785,0.004505585,0.09951013,0.0004741247,0.00006618504,0.0005188191,0.002956274,0.0001265869,0.003463718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007471452,"threshold_uncertainty_score":0.002499461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114648962712658,"score_gpt":0.2525208654327253,"score_spread":0.2410559691614595,"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."}}