{"id":"W4280511871","doi":"10.1089/bfm.2022.29207.kbm","title":"Academy of Breastfeeding Medicine Clinical Protocol #36: The Mastitis Spectrum, Revised 2022","year":2022,"lang":"en","type":"article","venue":"Breastfeeding Medicine","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breastfeeding; Medicine; Protocol (science); Mastitis; Family medicine; Pediatrics; Breast feeding; Alternative medicine; Nursing; Pathology","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":[0.02971009,0.001286209,0.00185148,0.003079852,0.002188057,0.00289787,0.002200455,0.004003574,0.08204617],"category_scores_gemma":[0.08528441,0.001142493,0.002450484,0.002411163,0.001332159,0.002486663,0.002099342,0.003735062,0.0340491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289006,"about_ca_system_score_gemma":0.01912897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572095,"about_ca_topic_score_gemma":0.008009853,"domain_scores_codex":[0.9664496,0.016327,0.01181873,0.001192352,0.003020237,0.001192247],"domain_scores_gemma":[0.9511133,0.01457616,0.008208543,0.004902709,0.01919388,0.002005365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01412243,0.001425871,0.005349898,0.02113598,0.0002089338,0.0005095448,0.001382427,0.0012939,0.001912806,0.01458931,0.7927859,0.145283],"study_design_scores_gemma":[0.01153795,0.001664397,0.03491838,0.01902187,0.0001577499,0.0006979881,0.0007800719,0.0008123689,0.0009874387,0.009469563,0.9197419,0.0002103315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.005279805,0.003370284,0.01057705,0.009180006,0.002245049,0.8341307,0.06137683,0.0007957872,0.07304446],"genre_scores_gemma":[0.01296246,0.00287544,0.02577244,0.00728436,0.000636816,0.9099479,0.02595962,0.0001414118,0.01441952],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08204617,"threshold_uncertainty_score":0.2744718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07593057355775777,"score_gpt":0.3956821779980856,"score_spread":0.3197516044403279,"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."}}