{"id":"W1976206083","doi":"10.1089/pho.2004.22.407","title":"Percutaneous Laser Disc Decompression: A 17-Year Experience","year":2004,"lang":"en","type":"review","venue":"Photomedicine and Laser Surgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Surgery; Percutaneous; Decompression; Complication; Lumbar; Discitis; Radiology; Magnetic resonance imaging","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":[0.0008236152,0.0008612871,0.001053931,0.002279311,0.0005008753,0.0008919159,0.0008582425,0.0008739259,0.00266336],"category_scores_gemma":[0.001674882,0.0003010503,0.0006717796,0.002688182,0.0005077581,0.001197965,0.0007493967,0.0008288631,0.001820603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887622,"about_ca_system_score_gemma":0.0009005235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005980395,"about_ca_topic_score_gemma":0.0009264621,"domain_scores_codex":[0.9995286,0.00006947501,0.0001052267,0.0001015635,0.0001381865,0.00005693963],"domain_scores_gemma":[0.9994134,0.0002242886,0.000127394,0.00005218401,0.000106736,0.0000760441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001479975,0.0002546085,0.011898,0.003620895,0.0002007511,0.01994298,0.0008467718,0.0002962738,0.00372184,0.000590788,0.00494552,0.9535337],"study_design_scores_gemma":[0.0001272546,0.00173934,0.04579807,0.004561634,0.001002541,0.5122952,0.001277932,0.0004827476,0.008628692,0.001126473,0.4228245,0.0001356755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05108878,0.9412838,0.001799154,0.0006350407,0.0002650131,0.00004050889,0.00007807922,0.0000531985,0.004756438],"genre_scores_gemma":[0.1143757,0.8782531,0.002384714,0.0009751854,0.000592405,0.00005481289,0.0002678971,0.00003300989,0.003063136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00266336,"threshold_uncertainty_score":0.008909881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553718803306629,"score_gpt":0.3543353371759838,"score_spread":0.2989634568453209,"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."}}