{"id":"W149997655","doi":"10.1177/070674370905400803","title":"Psychiatry and Neuroscience","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Clinical neuroscience; Neuroscience; Reductionism; Psychiatry; Cognitive neuroscience; Neuroimaging; Cognition; Neurology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004803631,0.00009897618,0.0001226734,0.0001340803,0.0003972461,0.00008329387,0.0002946144,0.00004637264,0.0002395554],"category_scores_gemma":[0.00009723095,0.00007020796,0.00007087993,0.0002075048,0.0002160898,0.00008338758,0.000005697199,0.0003540603,0.00001132773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248645,"about_ca_system_score_gemma":0.001067368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033471,"about_ca_topic_score_gemma":0.08314098,"domain_scores_codex":[0.9990935,0.0000820425,0.0002727981,0.0001258218,0.0001127765,0.0003130575],"domain_scores_gemma":[0.9991303,0.00005274147,0.0001785482,0.0001887326,0.00008755819,0.0003621105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003575742,0.00005704392,0.5400169,0.00000771008,0.00002234502,0.00004201561,0.001497265,0.000008349211,0.00001786972,0.4035482,0.02911413,0.02563242],"study_design_scores_gemma":[0.0003675276,0.0004578722,0.8507755,0.00005239649,0.00003302252,0.001245765,0.001456394,0.000006508007,8.638798e-7,0.1390696,0.006421706,0.0001128553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8268651,0.00713572,0.00008930902,0.120767,0.009397919,0.0001208689,0.000009964438,0.00001154013,0.03560258],"genre_scores_gemma":[0.9906678,0.000005744537,0.0008796433,0.007392142,0.0007345237,4.986986e-7,1.426237e-7,0.000007811216,0.000311701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3107586,"threshold_uncertainty_score":0.9335893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430937399022697,"score_gpt":0.2826055804519411,"score_spread":0.2582962064617141,"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."}}