{"id":"W1893115755","doi":"10.1111/pme.12019","title":"The Minimally Invasive Lumbar Decompression Procedure: Whimsy or Genuine Invention?","year":2012,"lang":"en","type":"letter","venue":"Pain Medicine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Lumbar; Clinical trial; Decompression; Laminectomy; Specialty; Lumbar spinal stenosis; Percutaneous; Modalities; Food and drug administration; Fluoroscopy; Surgery; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001939869,0.0006039893,0.001093521,0.0002535018,0.0002423096,0.00002042493,0.0005100473,0.0009364018,0.003361632],"category_scores_gemma":[0.005199979,0.0002969934,0.0002817154,0.0003320994,0.0005609891,0.00009102774,0.0001497989,0.00218296,0.0003918392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332484,"about_ca_system_score_gemma":0.0003527938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004498032,"about_ca_topic_score_gemma":0.00009912674,"domain_scores_codex":[0.9960508,0.0006544375,0.0009666798,0.0006283394,0.0008156567,0.0008841024],"domain_scores_gemma":[0.9976639,0.0003226513,0.0004939013,0.000930886,0.0003220474,0.0002666008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007814311,0.00006119726,0.001553435,0.001347685,0.0002108791,0.0008270831,0.0002952779,2.494436e-8,0.003908368,0.00001243032,0.9871655,0.004540026],"study_design_scores_gemma":[0.002338101,0.002484419,0.02299512,0.004579182,0.0007433423,0.0006592795,0.0002797394,0.00004250238,0.0002152679,0.0002583063,0.965012,0.0003927001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004862099,0.01400504,0.0001108622,0.9726319,0.001411849,0.001455989,0.00001119593,0.0001518385,0.005359183],"genre_scores_gemma":[0.004413379,0.002893002,0.0003560715,0.9257928,0.01853696,0.0003376865,0.001125799,0.000143743,0.0464006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04683918,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924183615545317,"score_gpt":0.317750220545257,"score_spread":0.2785083843898039,"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."}}