{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001499117,0.0005903836,0.0009821684,0.000009289752,0.0004874963,0.00008149695,0.0006945935,0.000259919,0.0008080889],"category_scores_gemma":[0.0002624571,0.0003615812,0.001368999,0.0002278213,0.001684124,0.00009206443,0.0005742067,0.001087162,0.000008547652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760002,"about_ca_system_score_gemma":0.0008868879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004897717,"about_ca_topic_score_gemma":0.000002631297,"domain_scores_codex":[0.9959361,0.00006504197,0.000951598,0.0005864654,0.001645532,0.0008152535],"domain_scores_gemma":[0.9961367,0.0003973857,0.0007126899,0.001226348,0.0006566211,0.0008702043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007223944,0.002928827,0.02047141,0.006898844,0.008974645,0.00007002726,0.005399732,0.001000361,0.1163598,0.00007766009,0.8107823,0.01981255],"study_design_scores_gemma":[0.01685074,0.000410507,0.004163255,0.00169022,0.002044392,0.0004070892,0.009878892,0.02098456,0.8799956,0.0011444,0.06119858,0.001231773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942066,0.0283454,0.001354079,0.01624338,0.0001017877,0.0009062052,0.0006212111,0.0001380855,0.01022389],"genre_scores_gemma":[0.9733011,0.002763352,0.007088678,0.0006699997,0.001153293,0.00006283267,0.0002709446,0.0001020642,0.01458778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636358,"threshold_uncertainty_score":0.9998836,"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."}}