{"id":"W3002354649","doi":"10.1016/j.midw.2020.102642","title":"Development, psychometric assessment, and predictive validity of the comprehensive breastfeeding knowledge scale","year":2020,"lang":"en","type":"article","venue":"Midwifery","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; Regional Municipality of Durham; University of Ontario Institute of Technology","funders":"Women's College Hospital","keywords":"Breastfeeding; Scale (ratio); Predictive validity; Psychometrics; Psychology; Concurrent validity; Medicine; Clinical psychology; Internal consistency; Pediatrics; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187267,0.0001438067,0.0003003071,0.00008857419,0.000142063,0.00002477908,0.0001328458,0.00007396729,0.0000571208],"category_scores_gemma":[0.0001090045,0.00009812645,0.000070703,0.0007253702,0.0001659175,0.000196705,0.0001626457,0.0002891048,0.000008431301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390951,"about_ca_system_score_gemma":0.000172578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009596492,"about_ca_topic_score_gemma":0.00000182529,"domain_scores_codex":[0.9989423,0.00006242924,0.0002874203,0.0002677157,0.0002616979,0.0001784564],"domain_scores_gemma":[0.9991282,0.000176171,0.0001884248,0.0001453021,0.0001936641,0.0001682355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028141,0.0002291707,0.9271536,0.0004642552,0.0001843255,0.00000208421,0.002852338,0.00000393576,0.01385288,0.00006152646,0.002598324,0.05239468],"study_design_scores_gemma":[0.0007397069,0.0001647648,0.9786661,0.0001651638,0.0001142372,0.00005650751,0.0004473859,0.0004860484,0.002287083,0.00001370568,0.01676137,0.00009790553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816722,0.0006687766,0.0002506995,0.006185919,0.0002836635,0.0002911366,0.00001598799,0.00004234046,0.01058925],"genre_scores_gemma":[0.9967096,0.00010164,0.002271781,0.0006170781,0.0001886002,0.000009542214,0.00000454193,0.00001323465,0.00008392609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05229678,"threshold_uncertainty_score":0.400148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.096923902541543,"score_gpt":0.3468781587698135,"score_spread":0.2499542562282705,"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."}}