{"id":"W4318027338","doi":"10.1097/prs.0000000000009852","title":"Optimizing the Psychosocial Function Measures in the International Consortium for Health Outcomes Measurement Standard Set for Cleft","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Medicine; Referral; Clinical psychology; Logistic regression; Family medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003385371,0.0001221689,0.000195195,0.00008165851,0.0004885896,0.00004931384,0.0002156526,0.00004076845,0.00003629038],"category_scores_gemma":[0.001250842,0.00008577056,0.0002030838,0.00008696965,0.0001019032,0.000005527779,0.0000587168,0.000163456,4.931785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413617,"about_ca_system_score_gemma":0.0004807121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415733,"about_ca_topic_score_gemma":0.0002421544,"domain_scores_codex":[0.9983159,0.0002919645,0.0003144985,0.000286008,0.0004939134,0.0002976778],"domain_scores_gemma":[0.9982088,0.001250532,0.0001499967,0.0001563872,0.0001964591,0.00003777752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01169261,0.0003613273,0.7166839,0.0001742545,0.001822739,0.000003594631,0.002294239,0.002500758,0.01041792,0.001612556,0.1225616,0.1298745],"study_design_scores_gemma":[0.006171463,0.001724938,0.2558641,0.00009767779,0.0001429786,0.0001286566,0.01860888,0.001265736,0.002157208,0.004342665,0.70845,0.001045814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289609,0.0004747675,0.04821366,0.01006075,0.007611855,0.002409644,0.001834529,0.00002177106,0.0004121658],"genre_scores_gemma":[0.9979916,0.00005617059,0.0001800254,0.000625915,0.0002894731,0.0006622939,0.0001540867,0.00001590776,0.00002451122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858883,"threshold_uncertainty_score":0.3757886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06981848199542735,"score_gpt":0.3254104893804416,"score_spread":0.2555920073850143,"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."}}