{"id":"W4313905144","doi":"10.35493/medu.40.14","title":"Robotics in Spinal Surgery","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robotics; Spinal surgery; Robotic surgery; Artificial intelligence; Instrumentation (computer programming); Medicine; Medical physics; Computer science; Robot; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391037,0.000818624,0.0009920913,0.002085809,0.0008177817,0.002652772,0.0008791998,0.002769632,0.006951073],"category_scores_gemma":[0.003083837,0.0002656846,0.0005964303,0.001669976,0.004096621,0.002905816,0.001670704,0.004525683,0.00371575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577043,"about_ca_system_score_gemma":0.002692589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542569,"about_ca_topic_score_gemma":0.002442237,"domain_scores_codex":[0.9983664,0.0004981944,0.0001701916,0.0001989216,0.0006671908,0.00009911061],"domain_scores_gemma":[0.9979023,0.001152156,0.0001969677,0.0001217844,0.0004244964,0.0002023198],"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":[0.00004821237,0.00006318326,0.0006634453,0.004299044,0.0000577934,0.000318658,0.0004808714,0.001055828,0.001047824,0.08444227,0.06054905,0.8469738],"study_design_scores_gemma":[0.00001415039,0.0001566691,0.001317104,0.003924671,0.0000233903,0.002188742,0.000189919,0.0002521288,0.0003079114,0.04126946,0.950305,0.00005093236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007962383,0.9364577,0.008176212,0.01165688,0.005317943,0.00003654268,0.00004210925,0.0001373329,0.03737909],"genre_scores_gemma":[0.01505345,0.940202,0.01154328,0.008294317,0.009994033,0.00008683164,0.00007278555,0.000054897,0.01469843],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006951073,"threshold_uncertainty_score":0.02325362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948021498073977,"score_gpt":0.3361803819020227,"score_spread":0.2967001669212829,"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."}}