{"id":"W7106295709","doi":"10.6084/m9.figshare.30681765.v1","title":"Additional file 3 of Neuroimaging in pediatric language development and disorders: a scoping review protocol","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Williams Syndrome Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Language development; Neuroimaging; On Language; Plain language; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007612916,0.001358047,0.002257138,0.008098505,0.001060358,0.002290902,0.001724086,0.001987976,0.8345321],"category_scores_gemma":[0.07840431,0.001126536,0.001990092,0.008552304,0.0004005379,0.002508338,0.002067657,0.001074103,0.09814996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570039,"about_ca_system_score_gemma":0.007562178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007249611,"about_ca_topic_score_gemma":0.01634532,"domain_scores_codex":[0.9969506,0.0008534248,0.00135055,0.0003601665,0.0003330462,0.000152235],"domain_scores_gemma":[0.899853,0.07960416,0.006342605,0.002394591,0.0108175,0.0009880872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007922626,0.00008836102,0.001116083,0.06233068,0.0001541182,0.000111013,0.0001936884,0.0003319874,0.0001410342,0.001275848,0.9115184,0.0219466],"study_design_scores_gemma":[0.007554412,0.0002632977,0.01419766,0.07367773,0.001011871,0.0006111367,0.0007623518,0.0006767725,0.0008082159,0.01113764,0.889106,0.000193022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0002025044,0.0002330326,0.0005505166,0.0003864633,0.00007611184,0.00345979,0.9919192,0.0002549817,0.002917284],"genre_scores_gemma":[0.008329948,0.002858324,0.02262508,0.002736856,0.0004292421,0.1250078,0.8012171,0.001105023,0.03569065],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8345321,"threshold_uncertainty_score":0.2360197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446900735594964,"score_gpt":0.3632240816679225,"score_spread":0.3187550743119729,"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."}}