{"id":"W4392683702","doi":"10.1186/s13104-024-06725-8","title":"High rates of International Code violations: a cross-sectional study in a region of Canada with low breastfeeding rates","year":2024,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Sector Council Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Breastfeeding; Infant formula; Breastfeeding promotion; Promotion (chess); Breast milk; Milk substitute; Telephone survey; Phone; Business; Advertising; Cross-sectional study; Medicine; Sales promotion; Marketing; Family medicine; Food science; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444801,0.00009486001,0.0002024045,0.0004308897,0.00007285982,0.00009606809,0.0001518058,0.00004638837,0.0001048623],"category_scores_gemma":[0.001505478,0.00006975079,0.00003203129,0.0007419488,0.0001914601,0.0003689101,0.00006430531,0.0003577706,0.000001728848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802818,"about_ca_system_score_gemma":0.001667244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3543828,"about_ca_topic_score_gemma":0.2294532,"domain_scores_codex":[0.9979569,0.0001098189,0.0003966461,0.0002738873,0.001034775,0.0002279701],"domain_scores_gemma":[0.9970596,0.001836083,0.00008868222,0.0001381953,0.0008060323,0.00007134449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009097211,0.0002155314,0.995148,0.000255199,0.00009534481,0.00005868827,0.0003047122,0.0004704318,0.001295107,0.0005972506,0.0001179012,0.0005321051],"study_design_scores_gemma":[0.0008122642,0.0004351778,0.9909241,0.0007075577,0.00001023569,0.00009797266,0.0005221513,0.004274116,0.001930045,0.0001651803,0.00005894313,0.00006226102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996567,0.0002959449,0.000061263,0.002209956,0.0001645337,0.0003722565,0.00002425193,0.00001365727,0.0002911111],"genre_scores_gemma":[0.9991119,0.00003655721,0.0004150273,0.000009358342,0.0001630247,0.00004424759,0.00001264839,0.00001322395,0.0001940159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249296,"threshold_uncertainty_score":0.7846073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13551803717523,"score_gpt":0.4465533161235343,"score_spread":0.3110352789483043,"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."}}