{"id":"W4252877333","doi":"10.1177/229255031502300204","title":"A technique for intraoperative creation of patient-specific titanium mesh implants","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Cranioplasty; Skull; Implant; 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":[0.0005033289,0.0004575865,0.0001925755,0.0007406228,0.000255102,0.0003840908,0.0005010501,0.0006051712,0.001289821],"category_scores_gemma":[0.0007733908,0.0003674891,0.0007495489,0.0002695652,0.0005252496,0.0006485868,0.0007969292,0.001217796,0.0003633056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090891,"about_ca_system_score_gemma":0.0003829897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404,"about_ca_topic_score_gemma":0.000340527,"domain_scores_codex":[0.9996591,0.00003100035,0.00005899771,0.00006702578,0.0001449936,0.00003890336],"domain_scores_gemma":[0.9995839,0.0001164751,0.000106759,0.0001272971,0.00003252634,0.00003299875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002348107,0.0001730633,0.005178291,0.0003176607,0.0000438548,0.005666032,0.0006019593,0.001501039,0.8400557,0.00285602,0.001255698,0.1421159],"study_design_scores_gemma":[0.0001950593,0.002325888,0.02542346,0.0001402198,0.0001958212,0.338941,0.0002942339,0.01355647,0.5336496,0.002240493,0.08274525,0.000292612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2841191,0.001891413,0.7023697,0.000801312,0.0005546483,0.0003852136,0.0002623961,0.001448387,0.008167714],"genre_scores_gemma":[0.4614333,0.0009655347,0.5345456,0.0002002626,0.0001050983,0.0001240588,0.0001159588,0.000147349,0.002362781],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001289821,"threshold_uncertainty_score":0.00431484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400453952065415,"score_gpt":0.2744316544128457,"score_spread":0.2304271148921916,"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."}}