{"id":"W2735365478","doi":"10.1192/bjpo.bp.116.004408","title":"Formal thought disorder in people at ultra-high risk of psychosis","year":2017,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boeing (Canada)","funders":"King's College London; Medical Research Council; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Psychosis; Thought disorder; Psychology; Psychopathology; Psychiatry; Schizophrenia (object-oriented programming); Association (psychology); Prodrome; Clinical psychology; Psychotherapist","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":[0.00050173,0.0002070705,0.0002704866,0.0008076437,0.000539751,0.0006170745,0.0002027454,0.0003004591,0.001869642],"category_scores_gemma":[0.002838071,0.0001643741,0.000268082,0.0004415064,0.0003564458,0.0004359567,0.0007180599,0.0006409046,0.0001347976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081039,"about_ca_system_score_gemma":0.0002846916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898062,"about_ca_topic_score_gemma":0.004181865,"domain_scores_codex":[0.9997386,0.0000899548,0.00002901054,0.00003248369,0.00005671327,0.00005319763],"domain_scores_gemma":[0.9988342,0.0001470318,0.0006284731,0.0000392431,0.00008397672,0.0002670995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001320553,0.00006627055,0.9924936,0.00003002619,0.00002778881,0.0002365381,0.001017465,0.00001636503,0.000377271,0.00005815025,0.0001253962,0.005418978],"study_design_scores_gemma":[0.000005697792,0.0001263804,0.997596,0.00002219258,0.00001160228,0.0008468908,0.001015963,0.0000603734,0.00005024768,0.0001361904,0.0001231337,0.00000535757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993278,0.0001850095,0.00003514483,0.00006005554,0.000004625345,0.000007128899,0.00003939857,0.000002054506,0.0003387632],"genre_scores_gemma":[0.9997156,0.00007004356,0.00007773698,0.00001719322,0.000003001797,0.000004103941,0.00004453391,4.777161e-7,0.00006734328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002898062,"threshold_uncertainty_score":0.006254613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768519514611351,"score_gpt":0.3600802022575326,"score_spread":0.3323950071114191,"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."}}