{"id":"W6966889593","doi":"10.4306/jknpa.2015.54.3.291&code=0055jkna&vmode=full","title":"??? ???? ??? ????? ??? ?? ??","year":2015,"lang":"en","type":"article","venue":"The Royal Society of Chemistry’s Journals, Books and Databases (The Royal Society of Chemistry)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thought disorder; Schizophrenia (object-oriented programming); Rating scale; Bipolar disorder; Logistic regression; Autism spectrum disorder; Perseveration; Major depressive disorder; Mania","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006102805,0.0001488104,0.0002150558,0.0004355745,0.0003026723,0.0005220646,0.0001851034,0.0002174857,0.01092396],"category_scores_gemma":[0.002056143,0.00006764815,0.0001762349,0.0002341189,0.0007246521,0.0003126438,0.0004365751,0.000215461,0.001752163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108087,"about_ca_system_score_gemma":0.000660387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043337,"about_ca_topic_score_gemma":0.004188998,"domain_scores_codex":[0.9995605,0.0001167816,0.00006823043,0.00006634572,0.0001145691,0.00007354189],"domain_scores_gemma":[0.9988508,0.0002456925,0.0005182989,0.00004967432,0.0001727825,0.000162661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009443117,0.0003409538,0.8286041,0.0004831759,0.00007705501,0.001144611,0.001120967,0.0001070046,0.00382886,0.0009997346,0.006369005,0.1559803],"study_design_scores_gemma":[0.00004151721,0.0005374528,0.9827355,0.0002067241,0.00002548565,0.002794197,0.001613614,0.0001319884,0.0008059446,0.0008199956,0.0102659,0.00002179157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.986283,0.002039285,0.000588657,0.001682244,0.0001861193,0.00008194456,0.001144043,0.00001979129,0.007974892],"genre_scores_gemma":[0.9886435,0.001737547,0.001313847,0.0006000758,0.000302224,0.0001205783,0.001053422,0.00001409649,0.006214819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.989076,"threshold_uncertainty_score":0.03654426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448815933252266,"score_gpt":0.3000333400958177,"score_spread":0.2555451807632951,"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."}}