{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00235722,0.0006616936,0.001357642,0.001488098,0.002746569,0.00296944,0.001644669,0.02726732,0.006101062],"category_scores_gemma":[0.02244356,0.0004879603,0.0008301847,0.0007694245,0.001834654,0.007981974,0.0008310074,0.01589697,0.005524413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112187,"about_ca_system_score_gemma":0.002365266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536128,"about_ca_topic_score_gemma":0.01933417,"domain_scores_codex":[0.9987343,0.0002382296,0.0002804424,0.000194358,0.0002716255,0.0002810513],"domain_scores_gemma":[0.9930363,0.003123796,0.0004514347,0.0003452639,0.001898208,0.001144948],"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":[0.0009280369,0.0003540361,0.05998311,0.0003876429,0.000155503,0.1275605,0.0009858619,0.0007279238,0.003892574,0.006678782,0.6260365,0.1723095],"study_design_scores_gemma":[0.0008886126,0.0009219305,0.05296044,0.003127387,0.0003331574,0.441974,0.00775927,0.009364566,0.004879869,0.1121283,0.3649592,0.0007032988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0141501,0.006611851,0.002418886,0.9396803,0.01854934,0.00005969622,0.000184097,0.000300431,0.01804532],"genre_scores_gemma":[0.2024434,0.01101815,0.01137725,0.6363596,0.1215814,0.0001520337,0.0001768763,0.0002154202,0.01667585],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02726732,"threshold_uncertainty_score":0.03054374,"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."}}