{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02271657,0.005167283,0.006730856,0.001484715,0.002707183,0.003024,0.002610843,0.006492648,0.0279472],"category_scores_gemma":[0.01802441,0.002207626,0.003369455,0.001810334,0.003631658,0.002639038,0.001561905,0.006223846,0.007764191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814909,"about_ca_system_score_gemma":0.01144033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009807579,"about_ca_topic_score_gemma":0.002039016,"domain_scores_codex":[0.9867563,0.008580201,0.00133862,0.001089027,0.001073436,0.001162422],"domain_scores_gemma":[0.9924589,0.00125573,0.001830294,0.001261322,0.001392929,0.00180075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9424089,0.01216493,0.0008007216,0.007479958,0.0009723894,0.0002135392,0.0002062639,0.001164826,0.003298751,0.002212256,0.009887738,0.01918967],"study_design_scores_gemma":[0.9468867,0.0310077,0.001453313,0.001223457,0.0005604416,0.00009142299,0.00005097801,0.0009128059,0.0007797107,0.001219117,0.01574997,0.00006440009],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00829922,0.0009129856,0.002131611,0.0005141256,0.0004724942,0.9844372,0.001442605,0.0001331204,0.001656677],"genre_scores_gemma":[0.0090771,0.0005917989,0.003434096,0.0004703962,0.000181079,0.9849793,0.0004974621,0.00001383859,0.0007549602],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0279472,"threshold_uncertainty_score":0.1201381,"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."}}