{"id":"W4322758912","doi":"10.1089/bfm.2022.0234","title":"Comparison and Efficacy of Breast Pump Cleaning Techniques for Bioburden Reduction","year":2023,"lang":"en","type":"article","venue":"Breastfeeding Medicine","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Bioburden; Contamination; Bacillus cereus; Human decontamination; Food science; Microbiology; Bacteria; Saline; Pulp and paper industry; Boiling; Staphylococcus aureus; Medicine; Chemistry; Surgery; Biology","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":[0.001519702,0.0007528705,0.0009017942,0.001106249,0.0002563931,0.0006966323,0.0004852557,0.0005655411,0.001293897],"category_scores_gemma":[0.002586694,0.0002598263,0.0008595535,0.000574483,0.0002394075,0.0005044958,0.0004079237,0.0003931076,0.0003256013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026659,"about_ca_system_score_gemma":0.000272828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003234211,"about_ca_topic_score_gemma":0.0004365703,"domain_scores_codex":[0.9982598,0.0005763717,0.000151388,0.000208547,0.0006910659,0.0001128354],"domain_scores_gemma":[0.9982706,0.0008249468,0.0003654741,0.0001272067,0.0003423172,0.00006931746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02468854,0.005116022,0.02088189,0.009458452,0.001528047,0.000198032,0.0004770051,0.001061366,0.5467431,0.0001956938,0.0006885798,0.3889633],"study_design_scores_gemma":[0.0006719502,0.1265308,0.1321267,0.0009303229,0.003777052,0.00141781,0.0008625136,0.003366922,0.7125986,0.000240946,0.017352,0.0001243518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509662,0.0444607,0.002726963,0.000153252,0.0001467025,0.0001549756,0.0002049956,0.00005118446,0.001134979],"genre_scores_gemma":[0.9535729,0.02766624,0.01643708,0.0001404955,0.0001405367,0.000183364,0.000410743,0.00004757319,0.001401211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519702,"threshold_uncertainty_score":0.008037031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315251271453809,"score_gpt":0.3676113201331325,"score_spread":0.3144588074185944,"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."}}