{"id":"W2967836641","doi":"10.2196/14771","title":"Targeting the Infant Gut Microbiota Through a Perinatal Educational Dietary Intervention: Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gut flora; Randomized controlled trial; Prebiotic; Intervention (counseling); Physiology; Internal medicine; Immunology; Biology; Food science; Psychiatry","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":[0.03484517,0.007541697,0.01546487,0.003123794,0.004456035,0.004877819,0.003616211,0.008874806,0.1024039],"category_scores_gemma":[0.03433625,0.003645681,0.00640889,0.004934757,0.00400116,0.003893791,0.002309152,0.01004122,0.01536531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006703761,"about_ca_system_score_gemma":0.01921196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003720922,"about_ca_topic_score_gemma":0.006333946,"domain_scores_codex":[0.9764382,0.01257649,0.003462667,0.002116976,0.002800836,0.002604755],"domain_scores_gemma":[0.9840384,0.004398743,0.003355456,0.001974346,0.004103835,0.002129293],"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":[0.820219,0.01982283,0.001208974,0.05545263,0.003776241,0.0004407628,0.0007466088,0.003131947,0.002690927,0.00670065,0.03062871,0.05518059],"study_design_scores_gemma":[0.9197456,0.02183617,0.002213589,0.008474871,0.00140485,0.00007693692,0.0002076105,0.002172542,0.0009525036,0.003562622,0.03920491,0.0001477764],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005528072,0.000181341,0.0006514337,0.00009097724,0.0001985144,0.9973922,0.000578939,0.00004936346,0.0003045269],"genre_scores_gemma":[0.0005029194,0.00006834043,0.0007834174,0.00006496551,0.00002300386,0.9983431,0.00005594986,0.00000257765,0.0001556606],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1024039,"threshold_uncertainty_score":0.3425753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845455085664796,"score_gpt":0.5194906981608155,"score_spread":0.4349451895943359,"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."}}