{"id":"W3000257795","doi":"10.1002/9781119171492.wecad352","title":"Predictors of Puberty Onset","year":2020,"lang":"en","type":"other","venue":"The Encyclopedia of Child and Adolescent Development","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Normative; Psychosocial; Developmental psychology; Identification (biology); Psychology; Age of onset; Epidemiology; Adolescent development; Demography; Medicine; Biology; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001756651,0.0003090102,0.0007452819,0.0001365726,0.00003195239,0.000003081099,0.0001788246,0.0001338254,0.0002037478],"category_scores_gemma":[0.0001050542,0.0001921467,0.0001007311,0.0001081117,0.0002707194,0.00001439351,0.0001387852,0.0003023859,0.00001399026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002405981,"about_ca_system_score_gemma":0.00024225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008008564,"about_ca_topic_score_gemma":0.000005309397,"domain_scores_codex":[0.9984784,0.00004532667,0.0004740381,0.0003728965,0.0004306647,0.0001987089],"domain_scores_gemma":[0.9990415,0.00002667484,0.0003669594,0.0003945789,0.00004184329,0.0001284266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003003014,0.0004530354,0.03933167,0.002156177,0.001168638,0.00001591075,0.001767953,2.897027e-7,0.0001124795,0.00005263236,0.9156779,0.03896299],"study_design_scores_gemma":[0.0007721451,0.00006616567,0.1416907,0.001419917,0.0002139743,0.00002581107,0.00006927179,6.937843e-7,0.0004189532,0.000007727358,0.8551482,0.0001664864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009204355,0.01856594,0.00006498358,0.01270306,0.0007823991,0.002373076,0.00008569714,0.0001516841,0.9560688],"genre_scores_gemma":[0.2320722,0.05014804,0.004298553,0.003869161,0.004261316,0.00009597877,0.0003249975,0.001180321,0.7037494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2523194,"threshold_uncertainty_score":0.7835514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007440527433216975,"score_gpt":0.2101492952291527,"score_spread":0.2027087677959358,"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."}}