{"id":"W2116372877","doi":"","title":"Is referral to a spine surgeon a double-edged sword?: patient concerns before consultation.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Referral; Candidacy; Back pain; Physical therapy; General surgery; Surgery; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006542513,0.0001463982,0.0002196581,0.0003915299,0.0007636849,0.0008022357,0.00027981,0.001080467,0.002747405],"category_scores_gemma":[0.008599711,0.0002431802,0.0002680539,0.0005918023,0.0005824804,0.0006087294,0.0004768278,0.0008761933,0.0002484716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441098,"about_ca_system_score_gemma":0.001295703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680952,"about_ca_topic_score_gemma":0.0443844,"domain_scores_codex":[0.9992059,0.0002649249,0.00007617478,0.00006214951,0.0002016388,0.0001891397],"domain_scores_gemma":[0.9908166,0.001638394,0.005315902,0.00007977576,0.0003938702,0.001755472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008268889,0.00007458906,0.9918581,0.00004503707,0.00001761871,0.0009529689,0.001407273,0.00002729511,0.0002403607,0.00001781487,0.001006734,0.004269582],"study_design_scores_gemma":[0.000008146463,0.0001792391,0.9938235,0.00003811697,0.00001300659,0.001547091,0.003734455,0.00008481219,0.00004502688,0.00001338922,0.0005049001,0.000008141228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960439,0.0005152405,0.00004176114,0.002257331,0.00002495732,0.00001486548,0.0001111656,0.000007414569,0.000983382],"genre_scores_gemma":[0.9992633,0.0001457591,0.00004478739,0.0003659912,0.000025409,0.00000507115,0.00004157036,9.9131e-7,0.000107069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680952,"threshold_uncertainty_score":0.03342336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146186889686412,"score_gpt":0.3025518662319683,"score_spread":0.1879331772633271,"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."}}