{"id":"W2315127742","doi":"10.1097/00024720-200212000-00003","title":"Surgical Preference in Anterior Cervical Discectomy: A National Survey of Canadian Spine Surgeons","year":2002,"lang":"en","type":"article","venue":"Journal of Spinal Disorders & Techniques","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Cervical spine; Discectomy; Anterior cervical discectomy and fusion; Preference; Surgery; Lumbar","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000662394,0.0001846981,0.0002407523,0.001342582,0.001860308,0.000694236,0.001234368,0.0007307471,0.003115045],"category_scores_gemma":[0.003076253,0.0003251013,0.0003914866,0.003415193,0.0006242855,0.0004477696,0.0006034065,0.0006631811,0.0004155342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007761539,"about_ca_system_score_gemma":0.01026022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9650093,"about_ca_topic_score_gemma":0.9822835,"domain_scores_codex":[0.9986355,0.00006645725,0.0001029933,0.0001153162,0.0007432805,0.000336427],"domain_scores_gemma":[0.997192,0.0002175279,0.0007481357,0.00007174103,0.0009676675,0.0008030926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004565875,0.00003101243,0.9927149,0.00003224161,0.00002547548,0.00008116857,0.0006881133,0.00007349828,0.0001036645,0.00005520007,0.003209255,0.002939741],"study_design_scores_gemma":[0.000002568586,0.00001203172,0.9983538,0.00001390029,0.000004478489,0.00008143687,0.0009474203,0.00005011513,0.00001304995,0.000008571866,0.0005057295,0.000006894673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850669,0.000918145,0.00006955973,0.00188331,0.00002649562,0.00004113137,0.007790865,0.000009679378,0.004193822],"genre_scores_gemma":[0.9962974,0.0007337193,0.0001000218,0.0003541101,0.00001108008,0.0000154894,0.00170076,0.00000404634,0.0007833514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9650093,"threshold_uncertainty_score":0.07039344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831359587456189,"score_gpt":0.3129099793684337,"score_spread":0.2545963834938718,"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."}}