{"id":"W4220751985","doi":"10.14444/8199","title":"Impact of Cervical Disc Arthroplasty vs Anterior Cervical Discectomy and Fusion on Driving Disability: Post Hoc Analysis of a Randomized Controlled Trial With 10-Year Follow-Up","year":2022,"lang":"en","type":"article","venue":"The International Journal of Spine Surgery","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Anterior cervical discectomy and fusion; Medicine; Arthroplasty; Myelopathy; Surgery; Randomized controlled trial; Cervical radiculopathy; Neck pain; Cervical spine","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":[0.008191779,0.002437042,0.007853321,0.0007679416,0.0007014377,0.002099704,0.001707981,0.003176224,0.007961988],"category_scores_gemma":[0.009087089,0.001010678,0.009925631,0.0008248932,0.001889883,0.002014691,0.0008726477,0.00422213,0.0006870902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891949,"about_ca_system_score_gemma":0.002362394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745663,"about_ca_topic_score_gemma":0.003490164,"domain_scores_codex":[0.9921732,0.004936868,0.0006248707,0.0008559145,0.0003982132,0.001010999],"domain_scores_gemma":[0.9897662,0.006243561,0.001597185,0.000747989,0.00058534,0.001059718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9935513,0.001653245,0.0003915843,0.0002189339,0.002386763,0.00001676629,0.00001303828,0.0001061575,0.0002126202,0.00002338058,0.00009445415,0.001331732],"study_design_scores_gemma":[0.9062403,0.08282083,0.002958738,0.00004643725,0.006311191,0.0000184041,0.00004562323,0.0008646818,0.0003357485,0.0001216843,0.0002086636,0.00002770659],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860318,0.005928075,0.0007832436,0.0005160521,0.001691884,0.003166922,0.0007675623,0.00008501615,0.001029496],"genre_scores_gemma":[0.9885617,0.00191429,0.00122765,0.0005923602,0.0009868599,0.004261152,0.0006152054,0.00002449958,0.001816238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008191779,"threshold_uncertainty_score":0.0433228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866319876650566,"score_gpt":0.3489618573988161,"score_spread":0.3302986586323104,"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."}}