{"id":"W6964607438","doi":"10.26181/23995773","title":"Early childhood development and its association with maternal parity","year":2023,"lang":"en","type":"article","venue":"La Trobe University","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood; Attendance; Quarter (Canadian coin); Parity (physics); Child development; Association (psychology); Odds; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150897,0.000231671,0.000252559,0.0008441254,0.0002862615,0.0006899258,0.0003668671,0.0002115553,0.003597906],"category_scores_gemma":[0.007776562,0.0001568034,0.0003935637,0.001879222,0.0004452889,0.000277846,0.0007517465,0.0006952815,0.0002303742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955489,"about_ca_system_score_gemma":0.0005074184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008293,"about_ca_topic_score_gemma":0.01088754,"domain_scores_codex":[0.9990527,0.0003925421,0.0000903473,0.0001503622,0.0001568038,0.0001571125],"domain_scores_gemma":[0.99434,0.002440107,0.002084787,0.0002452512,0.0004276682,0.0004622159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007698205,0.0000100821,0.9968464,0.00002433775,0.00005510066,0.00008187284,0.0001317665,0.00007034186,0.00005318653,0.00007348026,0.0000958802,0.002480573],"study_design_scores_gemma":[0.000001563236,0.00003971292,0.9989524,0.00003791906,0.00002985446,0.0001825775,0.0001808651,0.0001214174,0.00004147483,0.00006050607,0.0003486282,0.000003057732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914436,0.003298048,0.000280856,0.0003674181,0.00002242615,0.00001128849,0.001297596,0.000007840087,0.003270988],"genre_scores_gemma":[0.998989,0.0005110883,0.00008662662,0.00001268705,0.000005260856,0.000006508084,0.000204687,0.000001891594,0.0001821661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008293,"threshold_uncertainty_score":0.03993207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009327080052998716,"score_gpt":0.2122044853194551,"score_spread":0.2028774052664564,"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."}}