{"id":"W2770813040","doi":"10.1177/0890334417741296","title":"Psychometric Assessment and Precision Remodeling of the Iowa Infant Feeding Attitude Scale to Improve Clinical Use and Efficacy Among Prenatal Women in Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Human Lactation","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre; Newfoundland and Labrador Centre for Applied Health Research; Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Scale (ratio); Medicine; Breastfeeding; Environmental health; Obstetrics; Clinical psychology; Psychology; Pediatrics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444745,0.00006624962,0.0002482657,0.0001482427,0.000129569,0.0001180981,0.0001093089,0.00003768802,0.000003789283],"category_scores_gemma":[0.001175157,0.0000426118,0.00003130572,0.00007964689,0.00004977311,0.0007731162,0.00006069584,0.0002918757,3.912661e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025994,"about_ca_system_score_gemma":0.0002521517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03970556,"about_ca_topic_score_gemma":0.03099579,"domain_scores_codex":[0.9988158,0.00004308634,0.0005683742,0.0001117347,0.000345054,0.0001158918],"domain_scores_gemma":[0.9984446,0.0002265516,0.0008964778,0.0001383623,0.00016114,0.0001329154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001790284,0.0000469023,0.9659697,0.00002883639,0.00002294836,0.00000182268,0.0005314405,0.00004496579,0.002523131,0.000002779696,0.00002382581,0.03062464],"study_design_scores_gemma":[0.001544955,0.0004265408,0.9959223,0.0005520114,0.0000401047,0.00002415867,0.0003186375,0.0009175952,0.0001654384,0.0000250774,0.00001864365,0.0000445175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987434,0.0000382588,0.00001618227,0.000727489,0.000244417,0.0001644982,0.000001244504,0.000001000037,0.00006349586],"genre_scores_gemma":[0.999043,0.00006437221,0.0007174085,0.00004989434,0.0001039208,0.000001165369,2.322391e-7,0.000005339252,0.00001462337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03058012,"threshold_uncertainty_score":0.986686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528438458270221,"score_gpt":0.3924311729002047,"score_spread":0.3395873270731826,"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."}}