{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002347044,0.0004180514,0.0003197604,0.002408335,0.0007462558,0.001230645,0.0006746192,0.0004506344,0.001450806],"category_scores_gemma":[0.006555319,0.0002689094,0.000921427,0.001530268,0.0007364142,0.0008333141,0.001690458,0.0008987529,0.0001274691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344214,"about_ca_system_score_gemma":0.001657804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08836503,"about_ca_topic_score_gemma":0.07614452,"domain_scores_codex":[0.9990216,0.0002208587,0.0000793136,0.0001828817,0.0002106685,0.0002846384],"domain_scores_gemma":[0.9972712,0.0006593976,0.001183201,0.0002101037,0.0003365983,0.0003394081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003276885,0.00001852205,0.9985062,0.000003189645,0.00001666608,0.00001629308,0.0002990311,0.0001037473,0.00003277416,0.00007309623,0.00004977552,0.0008478354],"study_design_scores_gemma":[0.000002250541,0.00002032063,0.997521,0.000008742389,0.000008362731,0.00005122559,0.0008607552,0.001257814,0.00002741425,0.0001521763,0.0000860756,0.000003830213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992043,0.00004788545,0.0001790259,0.00004837438,0.000001627392,0.00001812628,0.0003394282,0.000002813635,0.0001582703],"genre_scores_gemma":[0.9990746,0.00003121408,0.0001824248,0.000005017598,0.000001499721,0.00002280726,0.0006284922,0.000001673573,0.00005220898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08836503,"threshold_uncertainty_score":0.1757014,"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."}}