{"id":"W2333392344","doi":"10.1055/s-0034-1376611","title":"New Insight into Human Disc Degeneration by Gene Expression Profiling","year":2014,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Intervertebral disc; Medicine; Extracellular matrix; Gene expression; Collagenase; Gene expression profiling; Gene; Microarray; Microarray analysis techniques; Pathology; Degenerative disc disease; Cell biology; Bioinformatics; Molecular biology; Biology; Lumbar; Anatomy; Genetics; Biochemistry","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":[0.000387204,0.0003502063,0.0004511347,0.001262292,0.0001490025,0.0005432366,0.0002383898,0.0003054435,0.001749978],"category_scores_gemma":[0.0002578286,0.0001116235,0.0003472147,0.001111252,0.0003207212,0.0002927874,0.0002255105,0.0003211774,0.0006108048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614497,"about_ca_system_score_gemma":0.0002442558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075357,"about_ca_topic_score_gemma":0.0006118215,"domain_scores_codex":[0.9996624,0.00005667716,0.0000253088,0.0001243885,0.00009131066,0.00004000005],"domain_scores_gemma":[0.999897,0.00003193937,0.00002737019,0.00001254038,0.00002112287,0.00001000539],"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":[0.0003315599,0.00007325648,0.009099766,0.0005750941,0.00005230299,0.0001931758,0.0001102839,0.000401638,0.9286711,0.0007314587,0.0008376304,0.05892279],"study_design_scores_gemma":[0.00007225665,0.001708166,0.3792931,0.0004297806,0.0004266028,0.005889325,0.0008130904,0.01041982,0.482299,0.004848053,0.1137061,0.00009471391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7218547,0.09588218,0.1389621,0.002036086,0.0004739977,0.000431779,0.02123941,0.0008946132,0.01822519],"genre_scores_gemma":[0.8592816,0.04120693,0.07839422,0.001233834,0.0003979914,0.0004913665,0.01064307,0.00007487206,0.008276178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749978,"threshold_uncertainty_score":0.005854309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426660286350519,"score_gpt":0.3065647814017938,"score_spread":0.2922981785382887,"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."}}