{"id":"W3005447187","doi":"10.31616/asj.2019.0255","title":"Enhanced Visualization of the Cervical Vertebra during Intraoperative Fluoroscopy Using a Shoulder Traction Device","year":2020,"lang":"en","type":"article","venue":"Asian Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Fluoroscopy; Vertebra; Traction (geology); Visualization; Radiology; Surgery; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007916296,0.0001018149,0.0001972418,0.00005412148,0.0001386484,0.00002884854,0.00007336737,0.00008272751,0.0003017794],"category_scores_gemma":[0.0001309526,0.00006789207,0.0001017253,0.0002896362,0.00003037354,0.0001889484,0.00002095009,0.0003392698,0.000001618064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000795993,"about_ca_system_score_gemma":0.00009792135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006324505,"about_ca_topic_score_gemma":0.000001997001,"domain_scores_codex":[0.9991095,0.00005029319,0.0003368908,0.0001137245,0.0002731588,0.0001164392],"domain_scores_gemma":[0.9993746,0.000003015521,0.000230994,0.00008630803,0.000192538,0.0001125745],"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":[0.0001671166,0.0000606337,0.001203824,0.00006702635,0.00004376072,0.00000720526,0.001158527,0.0000550044,0.9941384,0.0001135381,0.00008848953,0.002896443],"study_design_scores_gemma":[0.0007273885,0.000345706,0.1529315,0.0002226848,0.00008899681,0.0002333937,0.0004674586,0.003001212,0.8416851,0.00003373436,0.0001845464,0.00007827733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551977,0.00008663799,0.1383137,0.005365878,0.0001364931,0.0002410095,0.000001031717,0.00003573914,0.0006217639],"genre_scores_gemma":[0.9954007,0.00003917308,0.00281782,0.001177842,0.0005229543,0.000001936774,0.000002247566,0.00001724607,0.00002007321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524533,"threshold_uncertainty_score":0.3304273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708014557994828,"score_gpt":0.3428339279200514,"score_spread":0.3157537823401031,"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."}}