{"id":"W4414964575","doi":"10.1093/pm/pnaf137","title":"Patient-specific knee radiofrequency ablation using contrast spread analysis and 3D anatomy knowledge: teaching Images","year":2025,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; University of Toronto; Western University","funders":"University of Utah; International Pain and Spine Intervention Society","keywords":"Radiofrequency ablation; Contrast (vision); Ablation; 3d model; Cadaver","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":[0.0003608586,0.0003397934,0.0001316325,0.0005781245,0.0001348866,0.0004875917,0.0002868885,0.0004807683,0.009838617],"category_scores_gemma":[0.001595884,0.0001462535,0.0002662262,0.0001656706,0.0002142558,0.0006517917,0.0005403802,0.0005153757,0.001279691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002316913,"about_ca_system_score_gemma":0.0003412682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006680205,"about_ca_topic_score_gemma":0.001765423,"domain_scores_codex":[0.9999117,0.00002673707,0.000005256312,0.00001330879,0.00003303385,0.00001002248],"domain_scores_gemma":[0.999692,0.0001457353,0.00002624779,0.00003372391,0.00005181829,0.00005050267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003643486,0.0006643617,0.01032193,0.0003664418,0.00004786794,0.002416982,0.0007619116,0.008090951,0.04065401,0.004139447,0.02491953,0.9072522],"study_design_scores_gemma":[0.001020678,0.00385895,0.1290205,0.001766438,0.0005392589,0.06839757,0.003410549,0.257432,0.1588158,0.07665692,0.2985759,0.0005053723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.4034701,0.004835821,0.462566,0.01130111,0.000589331,0.0005520849,0.0006611855,0.00336623,0.1126582],"genre_scores_gemma":[0.7422119,0.004729987,0.2343649,0.0009249421,0.0003248911,0.0002144863,0.0003077999,0.0003066657,0.01661444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009838617,"threshold_uncertainty_score":0.03291345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526817326339236,"score_gpt":0.3279029117846988,"score_spread":0.3126347385213064,"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."}}