{"id":"W2945424277","doi":"10.1097/gox.0000000000002229","title":"Current Trends in Management of Nonsyndromic Unilateral Coronal Craniosynostosis: A Cross-sectional Survey","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Coronal plane; Synostosis; Craniosynostosis; Cranioplasty; Craniofacial; Skull; Craniosynostoses; Surgery; Orthodontics; Radiology","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":[0.0002587578,0.0002181222,0.0003582859,0.00009007174,0.00004337324,0.00005875824,0.0002621338,0.00009798082,0.0004645481],"category_scores_gemma":[0.00003234448,0.0002195853,0.0001497056,0.000300931,0.0001172609,0.00002173556,0.0002725475,0.0000696846,0.0000405307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008750882,"about_ca_system_score_gemma":0.0001213259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003872785,"about_ca_topic_score_gemma":0.0003493405,"domain_scores_codex":[0.998466,0.0001067257,0.000429841,0.0005330605,0.0001713851,0.0002930363],"domain_scores_gemma":[0.9993821,0.00007345207,0.0001649449,0.0002175236,0.00008722291,0.00007469485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008328504,0.0002214549,0.9885457,0.00002690976,0.0002334585,0.000007626794,0.000003737477,0.00008005559,0.0001784899,0.0001789401,0.00006341007,0.009627402],"study_design_scores_gemma":[0.00137617,0.00009056021,0.997804,0.00006076543,0.00001224515,0.00003545589,0.00001949395,0.00002427433,0.00009620874,0.0001459394,0.000120794,0.0002140802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948678,0.0001331728,0.00004311429,0.000002383833,0.001311393,0.0002853899,0.00115337,0.000004463551,0.002198919],"genre_scores_gemma":[0.9989941,0.00007620332,0.00009634152,0.000006448829,0.00001280991,0.00002597449,0.0006596997,0.0000119413,0.0001164402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413322,"threshold_uncertainty_score":0.895443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303837283827797,"score_gpt":0.3085142120825587,"score_spread":0.2854758392442808,"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."}}