{"id":"W4385657685","doi":"10.1016/j.inpm.2023.100271","title":"The effectiveness and predictive factors of Sacroiliac Joint Radiofrequency Neurotomy success – A retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Interventional Pain Medicine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Minimal clinically important difference; Logistic regression; Sacroiliac joint; Odds ratio; Surgery; Physical therapy; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332534,0.0002497404,0.0005539487,0.0008390593,0.0004925019,0.0007182717,0.0005076361,0.000468142,0.001827011],"category_scores_gemma":[0.003979079,0.0005218919,0.0006477865,0.00132401,0.0003352753,0.0008736341,0.0005662412,0.0007129483,0.000415778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179603,"about_ca_system_score_gemma":0.0005075843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451566,"about_ca_topic_score_gemma":0.004123775,"domain_scores_codex":[0.9989148,0.0001823408,0.0001915071,0.0003289405,0.0002054262,0.0001769635],"domain_scores_gemma":[0.9968982,0.0005314358,0.001508764,0.0003910616,0.0003405598,0.0003299225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190403,0.00003357068,0.9990521,0.00001204137,0.00005778706,0.00006894435,0.00005747521,0.00001747715,0.00006605005,0.000008407586,0.00006202538,0.0004449874],"study_design_scores_gemma":[0.0000156874,0.0002375036,0.998679,0.00001639372,0.00005542245,0.0003915487,0.0002355136,0.000143767,0.00003248137,0.00001726572,0.0001688878,0.000006498127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989256,0.0002261685,0.00008162826,0.00001627441,0.000005229599,0.0000307181,0.0004766591,0.00000183757,0.0002358937],"genre_scores_gemma":[0.9990267,0.0001383901,0.00008138325,0.00002156211,0.00001059673,0.0000399394,0.000598509,0.000002874732,0.00008004477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003451566,"threshold_uncertainty_score":0.007047236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309715556555638,"score_gpt":0.3225349280804743,"score_spread":0.2994377725149179,"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."}}