{"id":"W2015334945","doi":"10.1097/ede.0b013e31826cc0e9","title":"Commentary","year":2012,"lang":"en","type":"article","venue":"Epidemiology","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Breastfeeding; Observational study; Causal inference; Causality (physics); Confounding; Intervention (counseling); Randomized controlled trial; Medicine; Duration (music); Breast feeding; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001146572,0.00005249669,0.0002027259,0.00002367379,0.00003386361,6.97168e-7,0.0000337372,0.00006055219,0.0005972972],"category_scores_gemma":[0.0008272782,0.0000376344,0.00004271571,0.00003724374,0.00006902168,0.0001209082,0.0000235104,0.0001407443,0.0002717391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001560112,"about_ca_system_score_gemma":0.000005810356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508732,"about_ca_topic_score_gemma":8.028057e-7,"domain_scores_codex":[0.9993337,0.0001237031,0.0001685845,0.00007522921,0.00002886685,0.0002699097],"domain_scores_gemma":[0.9989405,0.0007245542,0.00006477207,0.0001171479,0.00001235358,0.0001406355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003154029,0.00004517378,0.8289652,0.000008434421,0.0000191945,9.211257e-7,0.00005353398,3.061693e-7,0.00009749052,0.002886613,0.1556146,0.01227696],"study_design_scores_gemma":[0.0001520995,0.00006006128,0.556098,0.000005136148,0.000023812,0.0001609347,0.0000199902,0.00002087381,0.00003439895,0.000224609,0.4431711,0.00002890402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3434714,0.00384326,0.0002031824,0.6205459,0.0009478696,0.0001074528,0.000001771399,0.0000735202,0.03080557],"genre_scores_gemma":[0.8776596,0.00006192445,0.003870719,0.1172816,0.0008875225,0.000005090862,0.000007941729,0.000004511374,0.0002211245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5341882,"threshold_uncertainty_score":0.6539986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075943228481198,"score_gpt":0.4026023871689373,"score_spread":0.2950080643208175,"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."}}