{"id":"W4321162930","doi":"10.1111/acer.15028","title":"Latent classes of neurodevelopmental profiles and needs in children and adolescents with prenatal alcohol exposure","year":2023,"lang":"en","type":"article","venue":"Alcohol Clinical and Experimental Research","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Homewood Research Institute; BC Research (Canada); The Society of Obstetricians and Gynaecologists of Canada; University of Ottawa; McMaster University; University of Alberta; St. Joseph’s Healthcare Hamilton; University of Guelph","funders":"Canada Fetal Alcohol Spectrum Disorder Research Network","keywords":"Latent class model; Prenatal alcohol exposure; Intervention (counseling); Neurodevelopmental disorder; Fetal Alcohol Spectrum Disorder; Cohort; Medicine; Clinical psychology; Psychiatry; Pediatrics; Psychology; Pregnancy; Autism; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092042,0.0002097516,0.0004667706,0.0003386444,0.0000948056,0.00003730882,0.0001139779,0.0001547406,0.0000108911],"category_scores_gemma":[0.0002111502,0.0001563742,0.00004087974,0.0006211078,0.0009838776,0.0001722584,0.0004931948,0.0005957223,0.000009919261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280525,"about_ca_system_score_gemma":0.00008533218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008680684,"about_ca_topic_score_gemma":0.000008953628,"domain_scores_codex":[0.9975297,0.0002425641,0.0004896723,0.0005526944,0.0006818593,0.0005035033],"domain_scores_gemma":[0.9990696,0.0002383018,0.0000570073,0.0002192377,0.00006443736,0.0003514382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001649121,0.0004012672,0.9692578,0.0001573778,0.00006457777,0.0001047657,0.0005072433,3.614446e-7,0.02275455,0.00003593485,0.0001466986,0.004920295],"study_design_scores_gemma":[0.006251798,0.002035421,0.9182262,0.0007426437,0.0000120388,0.0001147691,0.000560644,0.0000520141,0.0718288,0.00001511879,0.00001068036,0.0001498328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965537,0.001859562,2.664288e-7,0.0002016752,0.00004544066,0.001165792,0.00001629373,0.00004296485,0.0001143339],"genre_scores_gemma":[0.9987743,0.0007071792,0.000117341,0.00006105418,0.00006309928,0.00008759895,0.00004106565,0.00003155463,0.000116815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05103157,"threshold_uncertainty_score":0.6376754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07949229104891181,"score_gpt":0.4053323932794527,"score_spread":0.3258401022305409,"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."}}