{"id":"W7132963379","doi":"","title":"From Structure to Function: Social and Cognitive Networks in Children Born Very Low Birth Weight","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fractional anisotropy; White matter; Low birth weight; Diffusion MRI; Cognition; Affect (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857647,0.0002938885,0.0002470058,0.0006883633,0.00042939,0.0008576314,0.0002907146,0.0003312954,0.001048875],"category_scores_gemma":[0.001439614,0.0001939524,0.0003220611,0.0004479132,0.0004535524,0.0007878078,0.000677334,0.0005373304,0.0001191863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917605,"about_ca_system_score_gemma":0.0003669618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703551,"about_ca_topic_score_gemma":0.02082861,"domain_scores_codex":[0.999817,0.00002665467,0.000009984603,0.00005500143,0.00004535224,0.00004598027],"domain_scores_gemma":[0.9997295,0.00004161725,0.000128332,0.00001319904,0.00002963853,0.00005764135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422145,0.0001166967,0.9724615,0.00006800096,0.00009430524,0.000582105,0.003610859,0.0002387888,0.003015449,0.0003344225,0.0003084845,0.0190272],"study_design_scores_gemma":[0.000001148809,0.00004875457,0.9983137,0.00001403868,0.00001307759,0.0002082081,0.0008696938,0.0001119777,0.0001301411,0.0001402519,0.0001456601,0.000003394788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988945,0.0003485674,0.00006442591,0.0001157072,0.000002707919,0.000003720826,0.00007896511,0.000002777009,0.0004886752],"genre_scores_gemma":[0.9990682,0.0003824018,0.0001809042,0.00002271558,0.000003395126,0.000009321484,0.00009382475,0.000002430848,0.0002367988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703551,"threshold_uncertainty_score":0.03387272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677020192574225,"score_gpt":0.3464968058975423,"score_spread":0.3297266039718001,"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."}}