{"id":"W2054240980","doi":"10.1002/ddrr.48","title":"Mathematical development in spina bifida","year":2009,"lang":"en","type":"review","venue":"Developmental Disabilities Research Reviews","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Spina bifida; Developmental psychology; Psychology; Cognition; Population; Pediatrics; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.009063488,0.001587133,0.006295807,0.001270078,0.0004235171,0.0003072652,0.001740051,0.0006735918,0.004110015],"category_scores_gemma":[0.01782535,0.001157286,0.0009646854,0.002376447,0.0008866065,0.0003514487,0.001296497,0.002212114,0.01432921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003885177,"about_ca_system_score_gemma":0.001721358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007783554,"about_ca_topic_score_gemma":0.00008262292,"domain_scores_codex":[0.9866207,0.002051445,0.005055392,0.001703591,0.00228893,0.002279982],"domain_scores_gemma":[0.9905087,0.007208248,0.0004710217,0.0009550509,0.0002355176,0.000621442],"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":[0.000008916773,0.001076653,0.000004158962,0.05717187,0.00008413789,0.00004566371,0.001424361,1.741451e-9,2.091992e-7,0.02043728,0.008708425,0.9110383],"study_design_scores_gemma":[0.0002598793,0.0000646604,0.000007252547,0.06422941,0.00005834844,0.0001055833,0.0007707202,3.194203e-7,0.000007307781,0.1291588,0.8042141,0.001123592],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000695229,0.9125455,0.00006522625,0.00004417285,0.00009277758,0.007325323,0.00002380867,0.0001413446,0.07969232],"genre_scores_gemma":[0.00000521148,0.942354,0.04538751,0.00005118947,0.0001250789,0.003406479,0.0001523265,0.0001776367,0.008340524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9099147,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4168295094752965,"score_gpt":0.5042378429395903,"score_spread":0.08740833346429383,"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."}}