{"id":"W4379095100","doi":"10.1097/scs.0000000000009446","title":"Evaluation of Research Diagnostic Criteria in Craniofacial Microsomia","year":2023,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Craniofacial; Hemifacial microsomia; Orthodontics; Dentistry","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":[0.01470875,0.0003575578,0.0008051309,0.007066572,0.0006708662,0.000694931,0.0009856664,0.0006215344,0.001360142],"category_scores_gemma":[0.03411552,0.0001447965,0.0006364359,0.002331379,0.0005880733,0.000716806,0.001691236,0.0003486036,0.0003417087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705719,"about_ca_system_score_gemma":0.001339168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381993,"about_ca_topic_score_gemma":0.002021846,"domain_scores_codex":[0.9887127,0.00489303,0.002884337,0.0007986404,0.002267039,0.0004443645],"domain_scores_gemma":[0.9702542,0.01160686,0.00878183,0.001384006,0.0070582,0.0009149149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002959499,0.00005830824,0.9708802,0.000212831,0.00006579686,0.0005427936,0.0005156737,0.0002080424,0.001820885,0.0004092494,0.0006614875,0.02432877],"study_design_scores_gemma":[0.00004343176,0.0003485046,0.9863945,0.0001759629,0.00009629859,0.004876635,0.001301813,0.00166525,0.001953823,0.0006529939,0.002459991,0.000030756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833137,0.002808404,0.006901243,0.0004489771,0.00008919032,0.0005857905,0.0009394201,0.00004732951,0.00486595],"genre_scores_gemma":[0.9853703,0.0004630555,0.01199316,0.00006698826,0.00004568512,0.0004713363,0.001270421,0.00001195451,0.0003070035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470875,"threshold_uncertainty_score":0.07778829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09884942118627225,"score_gpt":0.4190312914395379,"score_spread":0.3201818702532657,"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."}}