{"id":"W4390820471","doi":"10.21203/rs.3.rs-3390454/v1","title":"Effect of co-occurring conditions on the pediatric manifestations of catatonia: systematic analysis of individual patient data","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Catatonia; Psychology; Medicine; Psychiatry; Schizophrenia (object-oriented programming)","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":[],"consensus_categories":[],"category_scores_codex":[0.004266288,0.0002427749,0.001333156,0.002239023,0.000122545,0.00002342065,0.0007564917,0.000125042,0.00007455251],"category_scores_gemma":[0.002935339,0.0001514012,0.0003407208,0.00208714,0.0002994898,0.00002403302,0.001424883,0.00125251,0.00001360515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496823,"about_ca_system_score_gemma":0.0004767455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735872,"about_ca_topic_score_gemma":0.00004336085,"domain_scores_codex":[0.9945335,0.001679481,0.0008978447,0.0004902243,0.002071744,0.00032715],"domain_scores_gemma":[0.9877917,0.008794029,0.0004766732,0.001952423,0.0009083241,0.00007682626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005805194,0.001222309,0.1305174,0.7846839,0.05221998,0.000244922,0.01635339,0.001024448,0.001505372,0.003580575,0.007840848,0.000226349],"study_design_scores_gemma":[0.00621649,0.04407253,0.3545274,0.2114028,0.2425439,0.0001417758,0.03968805,0.01366829,0.08203365,0.003510783,0.00004767999,0.002146675],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810475,0.004935864,0.000007693932,0.0001960349,0.00005329192,0.004133768,0.009236176,0.00002198182,0.0003676997],"genre_scores_gemma":[0.996893,0.0004852194,0.0000130561,0.000009278257,0.00004517727,0.000582186,0.001918391,0.00003060911,0.00002302366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.573281,"threshold_uncertainty_score":0.6173962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09527280267648575,"score_gpt":0.4732889229977897,"score_spread":0.3780161203213039,"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."}}