{"id":"W2316055584","doi":"10.1097/brs.0b013e31828cb001","title":"Routine Imaging for Elective Lumbar Spine Surgery","year":2013,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Lumbar; Fluoroscopy; Decompression; Lumbar spine; Surgery; Radiology","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":[0.001978071,0.0004050726,0.0003418723,0.001061372,0.0005755896,0.0004926255,0.0004165666,0.0007643728,0.003531742],"category_scores_gemma":[0.004541819,0.0007211713,0.0003344342,0.001018189,0.0005209456,0.001157091,0.0004720035,0.0005479951,0.0008066192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108587,"about_ca_system_score_gemma":0.001161471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429908,"about_ca_topic_score_gemma":0.002675609,"domain_scores_codex":[0.9982826,0.0005709092,0.0002508801,0.000366883,0.0003072789,0.0002215663],"domain_scores_gemma":[0.9950341,0.0009761964,0.002782519,0.0001560766,0.0004579308,0.0005931358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786967,0.0007713563,0.9965766,0.00009047956,0.00002575207,0.00009297825,0.0002679413,0.00002867552,0.0002013005,0.00001947622,0.0002682741,0.001478573],"study_design_scores_gemma":[0.0001226131,0.002630214,0.9950554,0.0000471951,0.00002232926,0.0003445568,0.000942063,0.0001170139,0.00006050414,0.00002335071,0.0006237791,0.00001086344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978433,0.0001844463,0.0001673992,0.00006497022,0.00001064015,0.00062177,0.0006330986,0.000004376137,0.0004700107],"genre_scores_gemma":[0.9967451,0.0002076133,0.0006786322,0.0004102453,0.00002921894,0.001154879,0.0004871398,0.000002791276,0.0002843727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531742,"threshold_uncertainty_score":0.01181489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912234034325194,"score_gpt":0.2922606517863932,"score_spread":0.2731383114431412,"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."}}