{"id":"W4414133701","doi":"10.12688/f1000research.164800.2","title":"Tourette syndrome research highlights from 2024","year":2025,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tourette syndrome; Open peer review; Icon; Tics; Plant biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002773455,0.0008282179,0.001226512,0.002887573,0.0006107471,0.0005703425,0.005069673,0.001734014,0.0598789],"category_scores_gemma":[0.0006822834,0.0008361981,0.0005148131,0.002085144,0.001138062,0.0001169784,0.007665433,0.009755866,0.01915313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008564583,"about_ca_system_score_gemma":0.001451071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01831746,"about_ca_topic_score_gemma":0.0008675173,"domain_scores_codex":[0.9859101,0.003862215,0.0009533592,0.003157663,0.00334214,0.00277458],"domain_scores_gemma":[0.990508,0.003181733,0.0001942418,0.004476235,0.001038829,0.0006009673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004734774,0.0007848383,0.004769848,0.0003722024,0.001631964,0.003789184,0.002683129,0.00006113659,0.0001973133,0.04433311,0.9359261,0.004977711],"study_design_scores_gemma":[0.003283869,0.0006510591,0.1998094,0.001980634,0.0002002654,0.00005297715,0.00262293,0.0004154357,0.0007128757,0.2701693,0.5178158,0.002285431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2845428,0.01426366,0.0002594,0.03102757,0.01388622,0.004619094,0.002881611,0.0006800736,0.6478396],"genre_scores_gemma":[0.4814782,0.0007563716,0.0007907924,0.0004179029,0.001771013,0.002171867,0.001161039,0.0002895395,0.5111633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4181103,"threshold_uncertainty_score":0.999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07044713326675475,"score_gpt":0.4310279191473161,"score_spread":0.3605807858805614,"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."}}