{"id":"W2791904678","doi":"10.1097/scs.0000000000004399","title":"The State of Technology in Craniosynostosis","year":2018,"lang":"en","type":"review","venue":"Journal of Craniofacial Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Craniosynostosis; Medicine; Cranial vault; Craniofacial; Skull; Craniosynostoses; Craniofacial surgery; Inclusion (mineral); Surgical planning; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007702888,0.0003347596,0.001528615,0.0004409716,0.00009295638,0.0000260592,0.0004348805,0.0003845667,0.00001004524],"category_scores_gemma":[0.0005176108,0.0002198052,0.001140406,0.0005325818,0.0002906051,0.000006437843,0.000102997,0.0002864707,0.000007557429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004092574,"about_ca_system_score_gemma":0.000655347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891735,"about_ca_topic_score_gemma":0.00004739957,"domain_scores_codex":[0.997516,0.000164095,0.001486256,0.0002267858,0.0002706712,0.0003361942],"domain_scores_gemma":[0.9976859,0.00014374,0.001475877,0.0003428507,0.0002792729,0.00007235074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108875,0.0001724669,0.00114661,0.0006669964,0.000472219,0.00004146795,0.00001889816,6.756505e-7,0.00007683444,0.00001182935,0.001232204,0.9960509],"study_design_scores_gemma":[0.0002566125,0.0001614295,0.000247156,0.001725918,0.0002123708,0.00008381848,0.0000197847,1.146703e-7,0.00008688609,0.0004340551,0.996553,0.0002188479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01214029,0.9865137,0.00002532299,0.00005206807,0.0008832782,0.0002430615,0.00005489249,0.000003154229,0.00008420839],"genre_scores_gemma":[0.005764235,0.9938197,0.0000253546,0.000009398363,0.0002271086,0.000007684747,0.00001412812,0.00004470414,0.00008765396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9958321,"threshold_uncertainty_score":0.8963395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190105610071023,"score_gpt":0.2999910029546774,"score_spread":0.2809804419475751,"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."}}