{"id":"W4205541787","doi":"10.3389/fpsyt.2021.792019","title":"Gender Differences of Schizophrenia Patients With and Without Depressive Symptoms in Clinical Characteristics","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Health and Family Planning Commission of Sichuan Province; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Schizophrenia (object-oriented programming); Depressive symptoms; Psychiatry; Psychology; Clinical psychology; Depression (economics); Medicine; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002679129,0.0002056641,0.000296583,0.0006171066,0.0002455853,0.0003232488,0.0001144363,0.000270637,0.003128389],"category_scores_gemma":[0.001063412,0.0001286388,0.0002328215,0.0002965191,0.0001928473,0.0002654724,0.00028905,0.0001669811,0.0004285343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730398,"about_ca_system_score_gemma":0.0001746084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112793,"about_ca_topic_score_gemma":0.001546732,"domain_scores_codex":[0.9998147,0.0000277504,0.00002447661,0.00004627813,0.00003977348,0.00004702067],"domain_scores_gemma":[0.9996195,0.00006410327,0.0001524797,0.00001770091,0.00003952242,0.0001065824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003819625,0.00003948296,0.9955577,0.00001121606,0.00003289682,0.0003189694,0.0002146591,0.00001679654,0.00118394,0.0000365419,0.00008652491,0.002119175],"study_design_scores_gemma":[0.00001119242,0.0001340494,0.9985932,0.000004829697,0.00001145545,0.0006933711,0.0002585242,0.00004712923,0.00005690272,0.00003874464,0.0001477172,0.000002890007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991981,0.0002286262,0.00003215182,0.00002945146,0.000007812631,0.000005024462,0.0001378792,0.000001156549,0.0003596824],"genre_scores_gemma":[0.9995112,0.00007725715,0.00001892863,0.0000234561,0.00000784738,0.000004432941,0.0001697546,8.998468e-7,0.0001861294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003128389,"threshold_uncertainty_score":0.01046544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397289567470902,"score_gpt":0.2844375483052523,"score_spread":0.2704646526305433,"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."}}