{"id":"W2905888002","doi":"10.3389/fnhum.2018.00512","title":"Language Network Function in Young Children Born Very Preterm","year":2018,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Language Development and Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mental Health Research Canada; Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital","funders":"Canadian Institutes of Health Research","keywords":"Language function; Function (biology); Psychology; Developmental psychology; Computer science; Natural language processing; Biology; Genetics","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":[0.0002773314,0.0001349591,0.0001415331,0.0002251279,0.0001431124,0.00004965091,0.0003645402,0.00007537731,0.000169936],"category_scores_gemma":[0.00003760922,0.0001360258,0.00002894684,0.0006347063,0.0002757304,0.0001976341,0.00007167783,0.000182656,0.00001485088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004466383,"about_ca_system_score_gemma":0.00001964603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002487767,"about_ca_topic_score_gemma":0.0005022016,"domain_scores_codex":[0.9985302,0.00009399754,0.0002176121,0.0004923685,0.0001701282,0.0004956586],"domain_scores_gemma":[0.9995638,0.000009194812,0.00006507024,0.0003019135,0.00001068117,0.00004938603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000507847,0.00004992187,0.9735692,0.000001882999,0.000002061754,0.0000249919,0.004628723,0.00002329625,0.0002640155,0.0001765996,0.01918986,0.002018676],"study_design_scores_gemma":[0.0005711496,0.0001116501,0.9977409,0.00001377988,0.00000327698,0.000005682311,0.0004739906,0.000145229,0.00002745515,0.0003952329,0.0003403403,0.0001713635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716071,0.0002498418,0.002986691,0.00002136299,0.005889419,0.0002524417,0.00000219843,0.00006578823,0.01892515],"genre_scores_gemma":[0.9967838,0.000004483873,0.0002837958,0.0006147118,0.0002431727,0.00002572564,0.000009493362,0.00001561581,0.002019197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02517669,"threshold_uncertainty_score":0.5546972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009579897632264441,"score_gpt":0.2642955153831213,"score_spread":0.2547156177508569,"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."}}