{"id":"W1955173980","doi":"","title":"Relationship between spinal magnetic resonance imaging findings and candidacy for spinal surgery.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Candidacy; Referral; Spinal disease; Lumbar; Retrospective cohort study; Specialty; Cohort; Spinal surgery; Spinal column; Surgery; Surgical planning; Physical therapy; Radiology; Internal medicine; Pathology; Family medicine","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":[0.000622474,0.0002767378,0.0002498321,0.0008506147,0.0003362974,0.0005717035,0.0004043976,0.000623928,0.002054052],"category_scores_gemma":[0.005623174,0.0002674798,0.0002780895,0.0007573506,0.0003887758,0.0003190697,0.0003533569,0.0004865837,0.000162664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022786,"about_ca_system_score_gemma":0.000486321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008640983,"about_ca_topic_score_gemma":0.01341438,"domain_scores_codex":[0.9993729,0.0001043511,0.00008593238,0.0001141322,0.0002097629,0.0001129224],"domain_scores_gemma":[0.9944693,0.0009912337,0.003345451,0.0001074132,0.0004101712,0.0006763472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002105669,0.000007117013,0.9997017,0.000002804355,0.000008500729,0.00006075547,0.000009359929,0.000004151285,0.00003531683,0.000001064232,0.00001474984,0.0001333829],"study_design_scores_gemma":[0.000002818568,0.00004664618,0.9992489,0.000003375576,0.000007749249,0.0005344353,0.00006889397,0.00005022895,0.00001396305,0.00000175595,0.00002030732,0.000001017618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995608,0.0001740384,0.00001357092,0.0000278436,0.00000349528,0.00000467256,0.00009279084,0.000001090907,0.0001216275],"genre_scores_gemma":[0.9997825,0.00004686028,0.0000252664,0.000009562967,0.000006848521,0.000002623323,0.0001001072,4.048398e-7,0.00002581041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008640983,"threshold_uncertainty_score":0.01718134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05360850975631517,"score_gpt":0.3018928949009226,"score_spread":0.2482843851446075,"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."}}