{"id":"W4411124064","doi":"10.1101/2025.06.06.658269","title":"Mapping neurogenetic characteristics of psychopathological procrastination using normative modeling in a prospective twin cohort","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"Natural Science Foundation of Chongqing; National Natural Science Foundation of China","keywords":"Normative; Procrastination; Psychopathology; Psychology; Cohort; Structural equation modeling; Developmental psychology; Social psychology; Clinical psychology; Medicine; Statistics; Political science; Mathematics; Internal medicine","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":[0.001244968,0.0003550932,0.0002124117,0.0006759362,0.0006077042,0.0007047024,0.0003672601,0.0002698656,0.002151021],"category_scores_gemma":[0.003684515,0.0002504178,0.0004074453,0.0004800732,0.0004557862,0.000261949,0.000747479,0.0006236513,0.000167277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993459,"about_ca_system_score_gemma":0.0002974025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007763819,"about_ca_topic_score_gemma":0.007912938,"domain_scores_codex":[0.9995105,0.0001450439,0.00003044964,0.0002040561,0.0000788485,0.00003101605],"domain_scores_gemma":[0.9989723,0.0002042674,0.0002579792,0.0003776141,0.0001079924,0.00007986009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004613156,0.000104893,0.9738686,0.00002800352,0.0005024626,0.0007437979,0.001090141,0.00106839,0.01014529,0.002241662,0.0008527538,0.00889283],"study_design_scores_gemma":[0.00001577783,0.000109459,0.9867513,0.00003026644,0.0002299261,0.002477376,0.0004606063,0.00405265,0.002191659,0.002102869,0.001556641,0.00002145183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948241,0.00007883473,0.004021509,0.00004744335,0.000006110673,0.00001012934,0.000656195,0.00001466074,0.0003409529],"genre_scores_gemma":[0.9973381,0.00005732246,0.001664499,0.00001493823,0.000002468435,0.0000198295,0.0005593016,0.00002826912,0.0003152907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007763819,"threshold_uncertainty_score":0.0154373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042018838695253,"score_gpt":0.2778036755370211,"score_spread":0.2473834871500685,"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."}}