{"id":"W2902397990","doi":"10.1002/9780470057339.val018.pub2","title":"Longitudinal Studies","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Western University","funders":"","keywords":"Longitudinal study; Longitudinal data; Computer science; Psychology; Statistics; Mathematics; Data mining","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":[0.0149533,0.0006844035,0.001192555,0.00408733,0.001404825,0.002183399,0.001306532,0.001330997,0.048512],"category_scores_gemma":[0.07275599,0.0004017391,0.001168265,0.006909336,0.001022249,0.002789504,0.002231923,0.001827793,0.006920829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153537,"about_ca_system_score_gemma":0.003578918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005471147,"about_ca_topic_score_gemma":0.004555203,"domain_scores_codex":[0.980231,0.01167848,0.001583623,0.003098046,0.002746896,0.0006619935],"domain_scores_gemma":[0.9392787,0.02269383,0.01214225,0.01047345,0.01313015,0.002281602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001106211,0.0005455189,0.2399858,0.007725061,0.004075933,0.0009483586,0.004676819,0.0008740618,0.0008158952,0.1454923,0.2600721,0.3336819],"study_design_scores_gemma":[0.0002064661,0.0009136407,0.1409373,0.008801312,0.001741083,0.002271016,0.002809541,0.0006920817,0.0007366314,0.04944233,0.7913073,0.0001413411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1267006,0.1803437,0.1113641,0.03179158,0.01256611,0.007136061,0.2250988,0.001204388,0.3037946],"genre_scores_gemma":[0.6330533,0.09034497,0.06954183,0.02073897,0.007480047,0.01302513,0.07997271,0.0005514347,0.08529155],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.048512,"threshold_uncertainty_score":0.1622888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09303640190191041,"score_gpt":0.3748416916087742,"score_spread":0.2818052897068638,"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."}}