{"id":"W4407775232","doi":"10.1016/j.bandl.2025.105552","title":"The mediation role of reading-related endophenotypes in the gene-to-reading pathway","year":2025,"lang":"en","type":"article","venue":"Brain and Language","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal; Computer Research Institute of Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Centre de recherche du CHU Sainte-Justine; Fonds de Recherche du Québec-Société et Culture; Social Sciences and Humanities Research Council of Canada; Université Laval; Université de Montréal; Canadian Language and Literacy Research Network","keywords":"Psychology; Endophenotype; Reading (process); Mediation; Cognitive psychology; Developmental psychology; Neuroscience; Linguistics; Cognition; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007696211,0.00007153629,0.00009621195,0.00009589166,0.00008338589,0.00002919096,0.0001478295,0.00005007515,0.00003706482],"category_scores_gemma":[0.0001906576,0.00004149719,0.00002155479,0.0002560496,0.00002937342,0.00001977758,0.00002399323,0.0001014084,0.00001729951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001361499,"about_ca_system_score_gemma":0.00001716254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000262306,"about_ca_topic_score_gemma":0.00005784238,"domain_scores_codex":[0.9992502,0.0001726196,0.0002033544,0.0001390592,0.00008151257,0.0001531933],"domain_scores_gemma":[0.9990265,0.0007004036,0.00004780001,0.0001928679,0.00001229552,0.00002015658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000998834,0.00008165619,0.0148872,0.00002220587,0.000101975,0.0000326605,0.3823029,0.000008177097,0.0289793,0.1887331,0.006055091,0.3786958],"study_design_scores_gemma":[0.002272319,0.0001519475,0.6499063,0.0002654969,0.00003333465,0.00004125041,0.09664709,0.0002384524,0.0138193,0.007700319,0.2284902,0.0004339506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305243,0.001935961,0.00002849883,0.001773514,0.0002223418,0.0002091479,0.000005284526,0.00001944403,0.06528152],"genre_scores_gemma":[0.9930466,0.00001177481,0.00007028453,0.0008248873,0.00002863633,0.00003595303,0.0000108143,0.000005410545,0.005965627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350191,"threshold_uncertainty_score":0.1692206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004462021600827282,"score_gpt":0.2699259407302153,"score_spread":0.265463919129388,"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."}}