{"id":"W4234696493","doi":"10.1097/01.back.0000466232.64004.93","title":"Shining a Light on Laser Disc Surgery—A Quarter Century Late","year":2015,"lang":"en","type":"article","venue":"The Back Letter","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Laser; Laser surgery; Art; Medicine; Optics; History; Physics; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003377184,0.0008675779,0.001100844,0.001132984,0.004685917,0.00588207,0.001233866,0.02609103,0.00340276],"category_scores_gemma":[0.02599367,0.0005031531,0.0006849481,0.0007642745,0.007250109,0.008269205,0.002168938,0.03752503,0.002094167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835146,"about_ca_system_score_gemma":0.003612196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353368,"about_ca_topic_score_gemma":0.006695806,"domain_scores_codex":[0.9970186,0.0009891639,0.0004478151,0.0003832026,0.0008245564,0.0003366205],"domain_scores_gemma":[0.9909058,0.005731275,0.0005666229,0.0002686949,0.001530197,0.0009973795],"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":[0.0001082667,0.00009055602,0.000655793,0.0003086306,0.00003424539,0.004869315,0.001658605,0.00005435789,0.0004556219,0.01097708,0.9460958,0.03469169],"study_design_scores_gemma":[0.00005074932,0.00007670866,0.0005337809,0.000942764,0.0000287835,0.006127845,0.001442111,0.00007171442,0.0001609578,0.008733761,0.9817769,0.00005393501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007209704,0.03399316,0.0001724223,0.8412781,0.1201377,0.000005137381,0.00001567601,0.00001356465,0.003663291],"genre_scores_gemma":[0.008860243,0.02636969,0.0002385921,0.7128534,0.242984,0.00001071513,0.00001314173,0.00002910972,0.008641119],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02609103,"threshold_uncertainty_score":0.02782601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04316671371924537,"score_gpt":0.2751021446559583,"score_spread":0.2319354309367129,"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."}}