{"id":"W2621381022","doi":"10.1097/scs.0000000000003708","title":"Analyzing the Cost of Autogenous Cranioplasty Versus Custom-Made Patient-Specific Alloplastic Cranioplasty","year":2017,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Cranioplasty; Medicine; Surgery; Skull","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005100009,0.0002406241,0.0002737394,0.001357695,0.0002420034,0.0004547765,0.0003229952,0.0002759052,0.001843967],"category_scores_gemma":[0.006099961,0.0001177992,0.0007108634,0.001190965,0.0002432864,0.0003633541,0.0003688195,0.0002760952,0.00007661714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673783,"about_ca_system_score_gemma":0.0007162416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003856133,"about_ca_topic_score_gemma":0.005747524,"domain_scores_codex":[0.9992055,0.0002356636,0.0001259508,0.00007230826,0.0002289085,0.0001317008],"domain_scores_gemma":[0.9964368,0.001176712,0.001737522,0.00008908657,0.0002767299,0.0002829929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000890248,0.00009151897,0.988529,0.00006756197,0.0001928363,0.0003603088,0.00004659938,0.0008049849,0.0002088232,0.0001194109,0.0001841258,0.008504611],"study_design_scores_gemma":[0.000037857,0.0006009704,0.9952397,0.0000249114,0.0001152407,0.001617463,0.0002906108,0.001177835,0.0003461315,0.00005147472,0.0004885076,0.000009339095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991212,0.0002764709,0.00005345442,0.00003087562,0.000005262425,0.00001200283,0.0002022291,0.000001036083,0.0002974308],"genre_scores_gemma":[0.9993943,0.0001048492,0.000105956,0.00001181867,0.000006859351,0.000009362746,0.0003169798,0.00000115092,0.00004859523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003856133,"threshold_uncertainty_score":0.01214421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733620700132549,"score_gpt":0.2831458023131432,"score_spread":0.2358095953118177,"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."}}