{"id":"W2316686445","doi":"10.1016/j.spinee.2016.01.093","title":"Outcome of a prospective multicentre observational data-monitored study of minimally invasive fusion in the surgical treatment of degenerative lumbar disorders: 1-year follow-up study","year":2016,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Observational study; Context (archaeology); Lumbar; Prospective cohort study; Surgery; Internal medicine","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":[0.003760203,0.001171444,0.001935337,0.001154894,0.001388084,0.002192544,0.001158081,0.002420694,0.00110527],"category_scores_gemma":[0.007116993,0.0009617574,0.002002629,0.001997731,0.0009913571,0.001928173,0.001795208,0.002016155,0.0004152799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112802,"about_ca_system_score_gemma":0.0009689489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046523,"about_ca_topic_score_gemma":0.006990603,"domain_scores_codex":[0.9970668,0.001169405,0.0003285389,0.0006740744,0.0003127022,0.0004484766],"domain_scores_gemma":[0.9918767,0.001250212,0.003091493,0.0007790772,0.00122304,0.001779389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00508273,0.0005815065,0.9917955,0.00003543779,0.0005682122,0.000327839,0.0003047132,0.00007186025,0.0003958457,0.00002141233,0.0001306876,0.0006843404],"study_design_scores_gemma":[0.0002828038,0.001622012,0.9968486,0.000009828563,0.0002949306,0.0002307544,0.0003708507,0.0001686004,0.00003490182,0.00001641521,0.00009729795,0.00002300502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991757,0.0002469439,0.00005634858,0.0000310682,0.00001010001,0.00002585333,0.0003289231,0.000002303032,0.0001226798],"genre_scores_gemma":[0.9985984,0.0001121989,0.00006656743,0.00005179068,0.00002098572,0.00003244132,0.000995677,0.000003888556,0.0001180655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046523,"threshold_uncertainty_score":0.02080864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204459234052042,"score_gpt":0.3802234900892373,"score_spread":0.2597775666840331,"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."}}