{"id":"W4247234547","doi":"10.1002/pnp.33","title":"Digest","year":2007,"lang":"en","type":"article","venue":"Progress in Neurology and Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001825316,0.00007635225,0.0001186599,0.0001177205,0.00003905671,0.000005045016,0.00003454912,0.00009133987,0.00002779534],"category_scores_gemma":[0.00001115672,0.00005959162,0.00002329262,0.0001132454,0.0001470142,0.00002006404,0.00002239693,0.0002724559,0.00001481259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003678296,"about_ca_system_score_gemma":0.00005302377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004229174,"about_ca_topic_score_gemma":0.0002512044,"domain_scores_codex":[0.9993122,0.0000239447,0.000117442,0.0001931525,0.00008266702,0.0002706198],"domain_scores_gemma":[0.9996694,0.00004832429,0.00001821151,0.0001275072,0.00001125266,0.0001253046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006422936,0.0002659275,0.9473915,0.00002429275,0.00001566417,0.000325268,0.00002136864,2.364647e-8,0.000001521591,0.006905289,0.00009042997,0.0385358],"study_design_scores_gemma":[0.002515071,0.0008415721,0.9915411,0.00001160481,0.00001102237,0.0003582597,0.000007107804,0.000007008841,0.00002756218,0.003738078,0.0008983382,0.00004324035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730663,0.008139852,0.000004090861,0.01661423,0.0003097405,0.0001960434,8.709307e-7,0.00002977978,0.001639126],"genre_scores_gemma":[0.9970242,0.0001378852,0.001618693,0.001014933,0.0001420957,0.00001626171,0.000004032656,0.000007911033,0.00003394317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04414966,"threshold_uncertainty_score":0.2430076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261227995031888,"score_gpt":0.3204795362550555,"score_spread":0.3078672563047366,"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."}}