{"id":"W4288041324","doi":"10.1177/10556656221116008","title":"Screening for Academic Risk Among Students With Cleft Lip and/or Palate: Patterns of Risk and Qualities of Effective Tools","year":2022,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Dental and Craniofacial Research; National Institutes of Health; Cleft Palate Foundation","keywords":"CBCL; Child Behavior Checklist; Checklist; Medicine; Scale (ratio); Distress; Medical diagnosis; Family medicine; Cohort; Risk assessment; Clinical psychology; Psychology","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":[0.006534264,0.0003284142,0.000428216,0.00240668,0.0004360614,0.00110817,0.0006905717,0.0003876803,0.0007423214],"category_scores_gemma":[0.04472475,0.0002799247,0.000394776,0.00133848,0.0004622535,0.00123658,0.001022075,0.0004591308,0.0002086826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522189,"about_ca_system_score_gemma":0.0007240694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004971922,"about_ca_topic_score_gemma":0.006830322,"domain_scores_codex":[0.9946832,0.002042233,0.0006577353,0.0004012923,0.001848637,0.0003669913],"domain_scores_gemma":[0.9788924,0.007619957,0.007173007,0.001242707,0.003654464,0.001417365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002125152,0.00002779561,0.9964688,0.000006966313,0.000009741446,0.00001686204,0.0001388101,0.00001321169,0.00003363988,0.00000519002,0.00002437084,0.003233305],"study_design_scores_gemma":[0.000003976352,0.0001841638,0.9983959,0.00002269908,0.00002455058,0.0002019461,0.0005905843,0.0002289299,0.0001311342,0.00001611151,0.000194404,0.000005786247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984236,0.0005196263,0.0001565233,0.0001067829,0.000007046952,0.0000254947,0.0001513719,0.000008771143,0.0006008518],"genre_scores_gemma":[0.9992316,0.0001719753,0.0003243595,0.00001688862,0.000005814172,0.0000138042,0.000144468,0.000002414463,0.00008857361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006534264,"threshold_uncertainty_score":0.03455693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231139524252125,"score_gpt":0.3151487956225696,"score_spread":0.2920348431973571,"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."}}