{"id":"W1930985428","doi":"","title":"Longitudinal and population-based approaches to study the lifelong trajectories of children with neurodevelopmental conditions","year":2013,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Population; Longitudinal study; Developmental psychology; Medicine; Psychology; Environmental health","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":[0.005123625,0.0003374474,0.0003649387,0.003236583,0.001579734,0.001126454,0.000956745,0.0007366486,0.001351024],"category_scores_gemma":[0.01265846,0.0004809194,0.0006718638,0.004474162,0.000312248,0.00142149,0.002071799,0.001338704,0.0004191483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115544,"about_ca_system_score_gemma":0.002278071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06065899,"about_ca_topic_score_gemma":0.1127579,"domain_scores_codex":[0.9973405,0.001764022,0.0001911699,0.0002835133,0.0002235608,0.0001973045],"domain_scores_gemma":[0.9944831,0.001415164,0.001257433,0.000949235,0.001183652,0.0007114699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005778325,0.000234666,0.9897743,0.00002641325,0.0001954803,0.00004642346,0.0009014794,0.0001426205,0.0001575518,0.0002691999,0.0008880142,0.007305999],"study_design_scores_gemma":[0.00001113636,0.0003423034,0.9925705,0.00004884379,0.0001071691,0.000153606,0.003260633,0.0006191094,0.0001316852,0.0004900034,0.002246357,0.00001858465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978627,0.001398437,0.007386327,0.0007893915,0.0001083778,0.0003959347,0.008070831,0.00005797752,0.003165662],"genre_scores_gemma":[0.9684619,0.002132728,0.014529,0.0004604558,0.00006939784,0.002026623,0.009406337,0.0000284894,0.00288497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06065899,"threshold_uncertainty_score":0.1206118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629031729335818,"score_gpt":0.3923818150355894,"score_spread":0.1294786421020077,"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."}}