{"id":"W4402350507","doi":"10.2196/59928","title":"Prevention of Recurrent Spontaneous Preterm Delivery Using Probiotics (Clostridium butyricum, Enterococcus faecium, and Bacillus subtilis; PPP Trial): Protocol for a Prospective, Single-Arm, Nonblinded, Multicenter Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium butyricum; Medicine; Probiotic; Internal medicine; Randomized controlled trial; Enterococcus faecium; Clinical endpoint; Gestation; Pediatrics; Pregnancy; Antibiotics; Biology; Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001584417,0.0004672254,0.0007903424,0.0006322406,0.0002401862,0.0003846393,0.00031116,0.0003896129,0.0001401186],"category_scores_gemma":[0.0006022364,0.0003864714,0.0004066068,0.0005970196,0.0003690286,0.0003983551,0.0003021903,0.0009513741,0.00001010267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653439,"about_ca_system_score_gemma":0.0009887507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001487869,"about_ca_topic_score_gemma":0.00002615807,"domain_scores_codex":[0.9948954,0.000560989,0.00121995,0.001069726,0.001223612,0.0010303],"domain_scores_gemma":[0.9971516,0.0004576431,0.0002936732,0.0006330946,0.001040282,0.0004236761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.920923,0.006589014,0.0003231903,0.01328669,0.0002029336,0.0003865384,0.0005207612,0.000001065873,0.02128464,0.00004927042,0.0008215473,0.03561135],"study_design_scores_gemma":[0.6540936,0.1467864,0.0001645459,0.02784556,0.0001274036,0.0006112162,0.0001761663,0.005127697,0.07857382,0.000559639,0.08513834,0.0007956139],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08903908,0.00001875657,0.0001862866,0.0000930301,0.00009957807,0.9100124,0.0001690068,0.0001335033,0.0002483549],"genre_scores_gemma":[0.04325278,0.000002385143,0.00165965,0.000009882232,0.0008140565,0.9535473,0.00004521222,0.0000945998,0.0005741568],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2668294,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.239140433855306,"score_gpt":0.5056096506994571,"score_spread":0.266469216844151,"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."}}