{"id":"W2075198801","doi":"10.4161/gmic.1.4.12707","title":"Guide to designing, conducting, publishing, and communicating results of clinical studies involving probiotic applications in human participants","year":2010,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"National Center for Research Resources; Indian Council of Medical Research","keywords":"Clinical trial; Clinical study design; Psychological intervention; Population; Disease; Publishing; Probiotic; Medicine; Biology; Bioinformatics; Environmental health; Pathology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001974029,0.0001461617,0.0003319122,0.00006835067,0.0001808063,0.00005879766,0.0003604461,0.0001911601,0.000002321523],"category_scores_gemma":[0.001833376,0.0001379682,0.00004825348,0.0001335127,0.0002528224,0.00001512605,0.0004725293,0.00034708,0.000001758515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009801394,"about_ca_system_score_gemma":0.0001084913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456347,"about_ca_topic_score_gemma":0.006403769,"domain_scores_codex":[0.9981155,0.0001578994,0.0009279696,0.0004100075,0.00005474709,0.0003338281],"domain_scores_gemma":[0.9986478,0.000121398,0.0003134092,0.00059372,0.0002034496,0.0001202298],"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":[0.00001559535,0.00009602722,0.05403707,0.00007235321,0.00002912278,3.26732e-7,0.001009717,0.000002343015,0.9391738,0.0001247241,0.004925273,0.0005136447],"study_design_scores_gemma":[0.002639916,0.000478783,0.08372967,0.0003641389,0.00005734436,0.00001582579,0.005320617,0.000009422086,0.8232476,0.0001803748,0.08341382,0.0005425626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973682,0.001262961,0.0000356074,0.0003951467,0.00007707267,0.0004582502,0.00002251317,0.00001287717,0.0003674367],"genre_scores_gemma":[0.9833579,0.0002468264,0.01561087,0.0002538148,0.0001080585,0.00003315986,0.0000742835,0.00001835339,0.0002967125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159263,"threshold_uncertainty_score":0.562618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619397084443928,"score_gpt":0.4523085024076711,"score_spread":0.2903687939632783,"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."}}