{"id":"W4392366487","doi":"10.1093/bjro/tzae007","title":"Cementoplasty to cryoablation: review and current status","year":2023,"lang":"en","type":"article","venue":"BJR|Open","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"Singapore General Hospital","keywords":"Current (fluid); Cryoablation; Medicine; Medical physics; General surgery; Internal medicine; Engineering; Electrical engineering; Ablation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251048,0.00008231444,0.0002491167,0.00004138408,0.00007074332,0.00007707132,0.0001430989,0.00001733536,0.0008952874],"category_scores_gemma":[0.0001316597,0.00006566429,0.00001925383,0.0002896467,0.00001736789,0.0001292951,0.0005601729,0.00006721527,0.0007344208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178606,"about_ca_system_score_gemma":0.00008125182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003805945,"about_ca_topic_score_gemma":0.00001675966,"domain_scores_codex":[0.999289,0.00002221641,0.0001598348,0.0001980778,0.0001341217,0.0001966996],"domain_scores_gemma":[0.9994988,0.00001971637,0.00003498096,0.0002243322,0.00004727081,0.0001748808],"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":[0.00006454433,0.0000582111,0.01698416,0.0009756202,0.00004074066,0.00001377082,0.0002519358,4.827712e-7,0.0001127138,0.001416633,0.860996,0.1190852],"study_design_scores_gemma":[0.0005228825,0.00008078352,0.06502981,0.0007420473,0.00008044812,0.000004837974,0.00003778083,0.000005696421,0.00005934673,0.0001267542,0.9332299,0.00007976949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2828677,0.2619708,0.000562635,0.1554136,0.002137457,0.0216914,0.0005650232,0.0008027994,0.2739886],"genre_scores_gemma":[0.4405013,0.2387901,0.007599493,0.07028293,0.001531454,0.001868089,0.002192836,0.0002208908,0.237013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576336,"threshold_uncertainty_score":0.9802769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08175942459175459,"score_gpt":0.4279913204650442,"score_spread":0.3462318958732896,"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."}}