{"id":"W2443327608","doi":"10.7759/cureus.640","title":"MASTERS-D Study: A Prospective, Multicenter, Pragmatic, Observational, Data-Monitored Trial of Minimally Invasive Fusion to Treat Degenerative Lumbar Disorders, One-Year Follow-Up","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Medicine; Oswestry Disability Index; Adverse effect; Lumbar; Observational study; Visual analogue scale; Surgery; Physical therapy; Patient satisfaction; Back pain; Prospective cohort study; Low back pain; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060661,0.0002337005,0.0005578243,0.0001008256,0.00005896903,0.00001438941,0.0003302916,0.00009862734,0.0002842363],"category_scores_gemma":[0.001415441,0.0001585913,0.0001127762,0.000172875,0.00008059269,0.0003210184,0.00032291,0.00008517661,0.0001076579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135419,"about_ca_system_score_gemma":0.0001617617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439557,"about_ca_topic_score_gemma":0.001197203,"domain_scores_codex":[0.9981101,0.0001577458,0.0005448597,0.0005637388,0.000369904,0.0002537083],"domain_scores_gemma":[0.998524,0.00004738077,0.0002008458,0.0008090543,0.0002772945,0.0001413949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03051037,0.01015522,0.2830237,0.0002101993,0.0008843306,0.00004803645,0.007516146,6.52667e-7,0.6190597,0.0003783335,0.04313736,0.005076001],"study_design_scores_gemma":[0.184685,0.0213431,0.7672472,0.0005995504,0.0006781699,0.000004139165,0.0037664,0.00004180215,0.02057282,0.0001452706,0.0004969509,0.0004195688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928597,0.00009975856,0.0002679107,0.001677539,0.0005210818,0.003446656,0.0003187868,0.00003760253,0.0007709371],"genre_scores_gemma":[0.9928702,0.0000715221,0.003771027,0.000222588,0.0003025302,0.0002623578,0.0002182243,0.00003491814,0.002246622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984868,"threshold_uncertainty_score":0.6467165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338656750962486,"score_gpt":0.3471848134593888,"score_spread":0.253798245949764,"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."}}