{"id":"W2337018860","doi":"10.1055/s-0035-1554380","title":"Intraoperative Cone Beam CT (O-Arm) and Stereotactic Navigation (StealthStation) System in Complex Adult Spine Surgery: Early Experience and Learning Curve","year":2015,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Spine Surgery Institute","funders":"","keywords":"Medicine; Blood loss; Surgery; Incidence (geometry); Learning curve","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":[0.001085977,0.0002082807,0.0002291604,0.001158404,0.000310377,0.0006157456,0.0003610349,0.0003374557,0.001422495],"category_scores_gemma":[0.00644394,0.000171301,0.0002689158,0.000655388,0.0005825784,0.0008921335,0.0007209359,0.0003475616,0.0002211541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980079,"about_ca_system_score_gemma":0.0007653473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001168,"about_ca_topic_score_gemma":0.003674417,"domain_scores_codex":[0.9992149,0.0001048534,0.000157702,0.0001026746,0.0002501931,0.0001696547],"domain_scores_gemma":[0.9948348,0.001361028,0.002144551,0.0001514621,0.0005690422,0.0009392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000801526,0.00009198511,0.9883642,0.00001141033,0.000009677099,0.001132786,0.0001586746,0.0001665112,0.0004445804,0.00001760081,0.0000993848,0.009422882],"study_design_scores_gemma":[0.00001815312,0.001287583,0.9684331,0.00004460711,0.00002137456,0.02507865,0.0008043044,0.002268962,0.001279961,0.0001463112,0.0005888478,0.00002811053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993363,0.0001169198,0.0001548592,0.00004114901,0.000002106685,0.000005913204,0.00001712755,0.000003609041,0.0003218991],"genre_scores_gemma":[0.9994785,0.0001108793,0.0002536899,0.00002309924,0.00000729164,0.000003277329,0.00003519645,0.00000195,0.00008619954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001168,"threshold_uncertainty_score":0.005743265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204485209792309,"score_gpt":0.3292031394920635,"score_spread":0.2971582873941405,"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."}}