{"id":"W2949208239","doi":"10.1097/dbp.0000000000000677","title":"Heterogeneous Trajectories of Delayed Communicative Development From 12 to 36 Months: Predictors and Consequences","year":2019,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Alberta Children's Hospital; University of Calgary","funders":"Alberta Innovates; Children's Hospital Foundation; Alberta Children's Hospital Foundation; Max Bell Foundation","keywords":"Medicine; Prospective cohort study; Referral; Child development; Longitudinal study; Cohort; Language development; Demography; Cohort study; Developmental psychology; Pregnancy; Pediatrics; Psychology; Psychiatry; Family medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003310539,0.0003003368,0.0007118785,0.0003566204,0.0000911384,0.00003149261,0.0002959004,0.0001651911,0.0001511576],"category_scores_gemma":[0.00003976072,0.0002531771,0.0001190059,0.0002728211,0.0001270935,0.0002176945,0.000151249,0.000347761,0.000007748461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836944,"about_ca_system_score_gemma":0.0009671082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008884859,"about_ca_topic_score_gemma":0.0000702934,"domain_scores_codex":[0.9975117,0.00005147044,0.001163959,0.0002315451,0.0007444684,0.0002968374],"domain_scores_gemma":[0.9983335,0.0001316764,0.0006095835,0.0001796793,0.0004157571,0.0003298207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030911,0.00008605327,0.9650868,0.00005788593,0.00016521,0.0001255099,0.02286644,0.000003783076,0.007657946,0.000003163821,0.0002682236,0.002648077],"study_design_scores_gemma":[0.004526659,0.002635159,0.8785185,0.0005200744,0.0007419374,0.0009050569,0.007390935,0.000004316263,0.09810181,0.00007807451,0.005571361,0.001006065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976658,0.0008708918,0.00001550997,0.00006661772,0.0004902935,0.0004998409,0.0001145343,0.00001816294,0.0002583365],"genre_scores_gemma":[0.9488121,0.0003714653,0.05042866,0.0001197747,0.00007821793,0.000008241812,0.00009646135,0.00002662727,0.00005845375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09044386,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559222728477027,"score_gpt":0.2830433239073872,"score_spread":0.2574510966226169,"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."}}