{"id":"W2157842366","doi":"10.1177/1073858412470976","title":"Positive Clinical Neuroscience","year":2013,"lang":"en","type":"review","venue":"The Neuroscientist","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Neuroscience; Neuroscientist; Psychology; Clinical neuroscience; Cognitive neuroscience; Cognitive science; Neurology; Cognition; Central nervous system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001137558,0.0008324573,0.001305802,0.0004243175,0.001819306,0.001325956,0.003164524,0.0002432383,0.0002338157],"category_scores_gemma":[0.00593596,0.0005189713,0.000973155,0.003440453,0.003264843,0.000622133,0.0007753274,0.00164421,0.00431931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008961988,"about_ca_system_score_gemma":0.0006665088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009079848,"about_ca_topic_score_gemma":0.000001164559,"domain_scores_codex":[0.9904436,0.003131913,0.001379169,0.002710216,0.001266976,0.001068057],"domain_scores_gemma":[0.9943166,0.00240292,0.001112726,0.001567354,0.0001310485,0.0004693278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005210512,0.0004049407,0.000003103079,0.0003735065,0.00000232297,0.00005980208,0.00002787616,4.496134e-7,0.001312479,0.003324187,0.01826586,0.9762203],"study_design_scores_gemma":[0.0001265941,0.0001718113,0.00009744151,0.0005187297,0.0001714968,0.0006167895,0.000007738361,0.00005474619,0.0002408894,0.0001287529,0.9973429,0.0005221378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001822971,0.8954635,0.0005372723,0.0009303433,0.07222654,0.006510337,0.0004323369,0.0007415445,0.02297587],"genre_scores_gemma":[0.0001863416,0.9607812,0.00001014368,0.00816749,0.0006725924,0.0003503794,0.00001043232,0.0001103798,0.02971108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.979077,"threshold_uncertainty_score":0.9997262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002146172141425,"score_gpt":0.4286630861934035,"score_spread":0.228448468979261,"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."}}