{"id":"W1981059194","doi":"10.12927/whp.2012.22857","title":"Breastfeeding as a Time-Varying–Time-Dependent Factor for Birth Spacing: Multivariate Models with Validations and Predictions","year":2012,"lang":"en","type":"article","venue":"World health & population","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Residence; Demography; Multivariate statistics; Multivariate analysis; Medicine; Birth order; Population; Birth rate; Fertility; Statistics; Pediatrics; Environmental health; Mathematics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001138108,0.0003239269,0.0005142692,0.0005760866,0.004176305,0.00003739346,0.0001118481,0.0002154538,0.0005658182],"category_scores_gemma":[0.0001672718,0.0003084962,0.00007197965,0.0005318088,0.00004679786,0.001167677,0.00008902514,0.0006341624,0.0002178265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006659605,"about_ca_system_score_gemma":0.0004021103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00564235,"about_ca_topic_score_gemma":0.001888924,"domain_scores_codex":[0.996354,0.000459626,0.00104428,0.0004750903,0.000437645,0.001229294],"domain_scores_gemma":[0.9972399,0.0006211821,0.0007464737,0.000351064,0.0002639309,0.0007774088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758247,0.001180091,0.6352912,0.004113264,0.0003576796,0.000001441035,0.1002837,0.01858887,0.000235559,0.216088,0.01011547,0.01198656],"study_design_scores_gemma":[0.006924831,0.0007558954,0.7367923,0.001812593,0.0002445977,0.00002499934,0.001750707,0.2115056,0.00001046986,0.01197438,0.02700106,0.001202632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6996074,0.002114356,0.1461409,0.08425757,0.005971747,0.03326763,0.006154885,0.003855469,0.01863004],"genre_scores_gemma":[0.9811553,0.00003845293,0.01016851,0.001410389,0.000816422,0.000562968,0.0006834595,0.00008296195,0.005081474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815479,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364542544494032,"score_gpt":0.4232942716492445,"score_spread":0.2868400171998413,"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."}}