{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030208,0.00005792531,0.00009141004,0.00004915539,0.0001138818,0.000007985795,0.00002961083,0.00004865268,0.00002176107],"category_scores_gemma":[0.00000509567,0.00005245494,0.00001119156,0.00008516528,0.000007451037,0.00006557527,0.00003628781,0.0001000698,0.0000641536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140924,"about_ca_system_score_gemma":0.00003918531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004674381,"about_ca_topic_score_gemma":0.0000143573,"domain_scores_codex":[0.9995255,0.0000296129,0.00005219328,0.0001082525,0.0001362625,0.0001481047],"domain_scores_gemma":[0.9997772,0.00002430764,0.00004088845,0.00004396522,0.00001944855,0.0000941833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462643,0.00004807756,0.9962885,0.0003447346,0.00005009098,0.0002558412,0.001539349,9.699437e-7,0.00002345787,0.0005190942,0.00005127173,0.0006323187],"study_design_scores_gemma":[0.0009713846,0.00007774945,0.9923289,0.0004352242,0.0000226651,0.00002089198,0.00004275331,0.00000656578,0.001782689,0.000008873037,0.004247039,0.00005524651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968088,0.00002139739,0.000006352614,0.0003279832,0.00004316055,0.0001200705,0.000007073276,0.00008641076,0.002578747],"genre_scores_gemma":[0.9905068,0.00005561528,0.0001670547,0.00005823949,0.00001643173,4.596429e-7,0.000008136976,0.00000464818,0.009182563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006603817,"threshold_uncertainty_score":0.213905,"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."}}