{"id":"W3126924211","doi":"10.21203/rs.3.rs-35741/v3","title":"Effects of three methods of breast milk expression on breastfeeding initiation, breast milk extraction and proportion of exclusive breastfeeding—an open label, randomized controlled trial","year":2021,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Shanghai Hospital Development Center; Shanghai Municipal Health Bureau","keywords":"Breastfeeding; Breast milk; Medicine; Breast feeding; Randomized controlled trial; Lactation; Open label; Obstetrics; Internal medicine; Pediatrics; Pregnancy; Biology; Biochemistry; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00562183,0.002364179,0.008048066,0.001170492,0.001075428,0.002245059,0.00159948,0.004933948,0.008498882],"category_scores_gemma":[0.00786394,0.001176856,0.004947901,0.001197408,0.002518494,0.002481467,0.0009056376,0.003807531,0.0009098735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014298,"about_ca_system_score_gemma":0.002805447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441902,"about_ca_topic_score_gemma":0.002052476,"domain_scores_codex":[0.9939809,0.003374742,0.0008173167,0.0008209258,0.0005885236,0.0004174507],"domain_scores_gemma":[0.9939586,0.003043063,0.001264279,0.0003887835,0.0004681908,0.0008771083],"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":[0.9858862,0.006023814,0.0001684857,0.001494814,0.0009891101,0.00001296112,0.00003471786,0.00007092577,0.0003907372,0.00006655835,0.0001430929,0.004718519],"study_design_scores_gemma":[0.9613096,0.03691914,0.0003762191,0.0001034074,0.0006991571,0.000005860134,0.00001697427,0.0001554633,0.000137273,0.00009060151,0.0001733269,0.00001283437],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153626,0.02304547,0.003819657,0.001307938,0.002648872,0.04850795,0.002374765,0.0003204377,0.002612343],"genre_scores_gemma":[0.8769577,0.009011529,0.0103498,0.001824997,0.001981014,0.09446378,0.001055428,0.00004775612,0.004307963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008498882,"threshold_uncertainty_score":0.02973145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218578520044102,"score_gpt":0.491363595808589,"score_spread":0.3695057438041788,"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."}}