{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070926,0.0002681045,0.0002945059,0.001306919,0.0004922037,0.0009481446,0.0005318003,0.0005574774,0.01547328],"category_scores_gemma":[0.005753075,0.0001912795,0.0005226351,0.001467951,0.0002557132,0.0005550184,0.0008043967,0.001822786,0.001544484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278239,"about_ca_system_score_gemma":0.000878337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006560849,"about_ca_topic_score_gemma":0.009431348,"domain_scores_codex":[0.9995388,0.000114304,0.0000412705,0.00009353045,0.0001133164,0.00009884778],"domain_scores_gemma":[0.997134,0.0008058345,0.0008627272,0.0001193932,0.0003364839,0.0007414781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301865,0.00004719658,0.9887816,0.00007376604,0.00005020539,0.0001265074,0.00009838751,0.0001063289,0.00006891217,0.0002399118,0.001865735,0.008411229],"study_design_scores_gemma":[0.000005426126,0.00004618748,0.9952446,0.0001098679,0.00003661428,0.000529482,0.0003181366,0.000294324,0.00006063938,0.0002594915,0.003086532,0.00000887379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9427814,0.01709041,0.001180066,0.001914681,0.0003667093,0.00008104435,0.01153073,0.0001039292,0.02495096],"genre_scores_gemma":[0.9871656,0.004364516,0.0007662298,0.0001179109,0.0001275425,0.0000316542,0.004116429,0.00004020834,0.003269852],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01547328,"threshold_uncertainty_score":0.05176324,"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."}}