{"id":"W4319435964","doi":"10.2196/41751","title":"A Probiotic Intervention With Bifidobacterium longum NCC3001 on Perinatal Mood Outcomes (PROMOTE Study): Protocol for a Decentralized Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Singapore Institute for Clinical Sciences; Agency for Science, Technology and Research","keywords":"Mood; Medicine; Placebo; Edinburgh Postnatal Depression Scale; Randomized controlled trial; Anxiety; Pregnancy; Breastfeeding; Obstetrics; Pediatrics; Psychiatry; Internal medicine; Biology","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":[0.02701707,0.005832082,0.01274375,0.002744775,0.003704084,0.004210359,0.003232007,0.006904525,0.06129468],"category_scores_gemma":[0.02303713,0.003554429,0.004707023,0.003390053,0.004251584,0.003056687,0.002270104,0.006479349,0.01181521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438449,"about_ca_system_score_gemma":0.01355156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739428,"about_ca_topic_score_gemma":0.00522546,"domain_scores_codex":[0.9839363,0.009499112,0.001652891,0.001565635,0.00172791,0.001618203],"domain_scores_gemma":[0.9892035,0.002544407,0.002383351,0.001589271,0.002536385,0.001743061],"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":[0.935788,0.01356545,0.0005882522,0.0145806,0.001483193,0.0001545489,0.0002623716,0.001300113,0.002992847,0.002171438,0.008429794,0.01868321],"study_design_scores_gemma":[0.9615154,0.02104589,0.001256566,0.001270916,0.0005982072,0.00002724947,0.00006473685,0.0008491855,0.0005077149,0.001043141,0.01175698,0.00006409141],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001757873,0.0002105433,0.0006369238,0.0001047884,0.0002355988,0.9959846,0.0006193116,0.00006535027,0.0003851306],"genre_scores_gemma":[0.001919863,0.0001310569,0.001170557,0.0001209153,0.00006260417,0.9961468,0.00009870137,0.000005194433,0.0003442566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06129468,"threshold_uncertainty_score":0.2050511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107571225010477,"score_gpt":0.5356890932257232,"score_spread":0.4249319707246755,"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."}}