{"id":"W4412493555","doi":"10.1177/10556656251360841","title":"Assessing Medical Student Attentional Bias in Unicoronal Craniosynostosis: An Eye-Tracking Study","year":2025,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Forehead; Nose; Medicine; Audiology; Gaze; Eye tracking; Psychology; Orthodontics; Surgery; Computer science","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":[0.0005836474,0.0002686547,0.0001862647,0.0004803961,0.0002143864,0.0002774407,0.0001744588,0.0003434069,0.001237833],"category_scores_gemma":[0.002305295,0.0001422608,0.0001968809,0.0002079394,0.0001996581,0.0002800142,0.00040131,0.0002339464,0.0002149861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116939,"about_ca_system_score_gemma":0.0002004394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548755,"about_ca_topic_score_gemma":0.003300585,"domain_scores_codex":[0.9996355,0.00007091404,0.00003575701,0.00006925235,0.0001113433,0.00007732248],"domain_scores_gemma":[0.9987607,0.00028706,0.0004961594,0.0000559597,0.0002121063,0.0001880956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003803771,0.0006755847,0.9736286,0.00004550701,0.00002836502,0.0002942844,0.00157336,0.00004736812,0.01094096,0.0000169555,0.00009288638,0.01227569],"study_design_scores_gemma":[0.00000959588,0.0007936336,0.9966618,0.000005685957,0.00001235716,0.0005319755,0.0005683729,0.000125317,0.001116051,0.000007704024,0.0001623652,0.000005094167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998215,0.00002395583,0.00005893103,0.00000435045,9.304492e-7,0.000005816317,0.000008797541,7.396953e-7,0.00007507063],"genre_scores_gemma":[0.9995048,0.00004572366,0.0001931445,0.00001505984,0.000004867697,0.00001554074,0.00003114095,0.000001005898,0.0001886933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548755,"threshold_uncertainty_score":0.004140973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068979339174603,"score_gpt":0.3897000223086472,"score_spread":0.3590102289169012,"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."}}