{"id":"W4283265419","doi":"10.1177/10556656221109416","title":"Presurgical Cleft Management of Infants: A Survey of ACPA Approved and International Cleft Palate and Craniofacial Teams","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":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Craniofacial; Medicine; Dentistry; Craniofacial abnormality; Orthodontics; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428325,0.0002658518,0.0003952512,0.0001173519,0.0005013592,0.00008333017,0.0006582821,0.000143055,0.000260644],"category_scores_gemma":[0.0001235753,0.0002173985,0.0001652542,0.0002006184,0.0004144318,0.0000201423,0.001002709,0.0005842662,0.000001875235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002950702,"about_ca_system_score_gemma":0.0001114765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959652,"about_ca_topic_score_gemma":0.00003724549,"domain_scores_codex":[0.9971145,0.0006363269,0.0007388434,0.0004052966,0.0006706859,0.0004343079],"domain_scores_gemma":[0.9987306,0.00008977423,0.0003818218,0.0003423906,0.0002265208,0.0002289185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394333,0.0002943936,0.9509822,0.00008661667,0.0007542008,0.000047226,0.0006936121,0.0002737795,0.03119319,0.0002436495,0.0005651839,0.0134716],"study_design_scores_gemma":[0.002410265,0.0002891324,0.9888422,0.00003597278,0.00006270372,0.0003554618,0.0005184578,0.0004758484,0.0001079946,0.0003682591,0.006270777,0.0002629475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968935,0.00003849067,0.000133556,0.0003721701,0.0005241021,0.0003656956,0.0002930821,0.000008572189,0.001370867],"genre_scores_gemma":[0.9962914,0.002725138,0.0001051025,0.00007594364,0.0002084637,0.00001263515,0.00007890035,0.00003405052,0.0004683461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03785997,"threshold_uncertainty_score":0.8865253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943255399539031,"score_gpt":0.2878848312127512,"score_spread":0.2684522772173609,"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."}}