{"id":"W4200139726","doi":"10.1016/j.clinph.2021.12.004","title":"Are we on the right track in tracking tics?","year":2021,"lang":"en","type":"letter","venue":"Clinical Neurophysiology","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Alberta Children's Hospital","funders":"University Health Network","keywords":"Tics; Track (disk drive); Tracking (education); Physical medicine and rehabilitation; Artificial intelligence; Computer science; Medicine; Neuroscience; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002737159,0.000710056,0.001681236,0.0002062572,0.0001301919,0.00005141873,0.001417234,0.002104881,0.006095132],"category_scores_gemma":[0.001548287,0.0005142978,0.0008536611,0.0004513205,0.001032443,0.0000351143,0.0002395272,0.01079439,0.003480049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711844,"about_ca_system_score_gemma":0.0000759886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001329493,"about_ca_topic_score_gemma":0.00002515756,"domain_scores_codex":[0.989836,0.005325,0.001494146,0.001987137,0.0002842859,0.00107346],"domain_scores_gemma":[0.9860643,0.01062989,0.00111854,0.001998834,0.00009869073,0.00008975697],"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":[0.0001449416,0.0005987578,0.0009958532,0.00004940256,0.0001516909,0.01320773,0.00008791337,0.00002260889,0.00007664569,0.001011163,0.9818773,0.001776001],"study_design_scores_gemma":[0.001242043,0.0007118129,0.2140351,0.0002147677,0.00008495528,0.00004033077,0.00009662576,0.00002025193,0.00001084849,0.005672353,0.7771873,0.0006836143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1835919,0.0003246083,0.000003725473,0.7976582,0.009880417,0.0005686387,0.00005754738,0.00009978212,0.007815122],"genre_scores_gemma":[0.09864666,0.000332273,0.00001187556,0.8900863,0.007423679,0.00009074115,0.0001111445,0.0001978118,0.003099503],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2130392,"threshold_uncertainty_score":0.9997309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08924755100322447,"score_gpt":0.3780519018204508,"score_spread":0.2888043508172264,"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."}}