{"id":"W2393327382","doi":"10.1097/phm.0000000000000522","title":"Degeneration and Instability and the Relation to Patients’ Function Late After Lumbar Disc Surgery","year":2016,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greo","funders":"","keywords":"Medicine; Lumbar; Degeneration (medical); Odds ratio; Low back pain; Pathological; Degenerative disease; Risk factor; Surgery; Back pain; Central nervous system disease; Internal medicine; Pathology","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":[0.0007302953,0.0002456429,0.0004031778,0.001027175,0.0004121878,0.0005616797,0.0002579899,0.0007962427,0.001865798],"category_scores_gemma":[0.00625302,0.0002138233,0.0003760359,0.0007631457,0.0004075005,0.0005229817,0.0004189918,0.00062959,0.0003881547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219442,"about_ca_system_score_gemma":0.0002003345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006797,"about_ca_topic_score_gemma":0.00110725,"domain_scores_codex":[0.9994835,0.0001368701,0.00007219317,0.0000768993,0.0001218435,0.0001085941],"domain_scores_gemma":[0.9948565,0.001018961,0.002980754,0.0001395287,0.0003517195,0.0006524604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009427359,0.00001572712,0.9989531,0.000005337169,0.00001656475,0.0001238351,0.00003036719,0.00001726377,0.00008076277,0.000003118322,0.00001908409,0.0006405415],"study_design_scores_gemma":[0.00000270885,0.0001687516,0.9987749,0.000004524113,0.000009481091,0.0008595635,0.00005643885,0.0000366255,0.00003004943,0.000005593075,0.00004820979,0.000003062999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992053,0.0004651459,0.0000448147,0.00002977526,0.000004575782,0.000002907696,0.00008709687,0.000001615799,0.000158874],"genre_scores_gemma":[0.9996122,0.00009960547,0.00003560085,0.00001266756,0.00001813913,0.000003968304,0.0001394477,0.000001010276,0.00007744008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865798,"threshold_uncertainty_score":0.006241739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006233207969154972,"score_gpt":0.2521613942183499,"score_spread":0.245928186249195,"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."}}