{"id":"W2344819396","doi":"10.1016/j.msec.2016.04.101","title":"Materials and techniques used in cranioplasty fixation: A review","year":2016,"lang":"en","type":"review","venue":"Materials Science and Engineering C","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cranioplasty; Materials science; Skull; Fixation (population genetics); Medicine; Surgery","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":[0.0006596297,0.001128445,0.001700403,0.005443791,0.0003621663,0.001220761,0.0009364738,0.001154325,0.00418644],"category_scores_gemma":[0.001319696,0.0004367607,0.0009140401,0.004423925,0.000659164,0.001648657,0.0006497675,0.001201249,0.001243993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676412,"about_ca_system_score_gemma":0.001365436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293008,"about_ca_topic_score_gemma":0.002159374,"domain_scores_codex":[0.9996496,0.00004211627,0.0001123623,0.00006329953,0.0001113557,0.00002129956],"domain_scores_gemma":[0.9993885,0.0003286187,0.0001539038,0.00001513419,0.00009040766,0.00002342782],"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":[0.0001274548,0.0001321958,0.0005203548,0.06197265,0.0002162754,0.0005111253,0.0001082703,0.0002780198,0.002925202,0.001328628,0.009407401,0.9224725],"study_design_scores_gemma":[0.00006631712,0.0003552919,0.003449195,0.01706069,0.001399437,0.007895124,0.0003157429,0.0001636067,0.002602538,0.001976941,0.9646308,0.00008426152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000202688,0.9991959,0.00007793857,0.00005096617,0.00007083351,0.000004510577,0.00001918022,0.000003174356,0.0003747906],"genre_scores_gemma":[0.0008430944,0.998412,0.0002817499,0.00006735964,0.0001039498,0.000005043092,0.00002461995,0.000001253221,0.0002609783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005443791,"threshold_uncertainty_score":0.01400506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047593822864875,"score_gpt":0.3013242745788394,"score_spread":0.2708483363501907,"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."}}