{"id":"W2331485432","doi":"10.1177/153303460400300209","title":"Cryosurgery for Breast Cancer","year":2004,"lang":"en","type":"article","venue":"Technology in Cancer Research & Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cosmesis; Cryosurgery; Medicine; Lumpectomy; Breast cancer; Cryoablation; Ablation; Surgery; Ablative case; Cancer; Mastectomy; Radiation therapy; Internal medicine","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":[0.0002015472,0.0002687806,0.0003100109,0.0004249743,0.0002174969,0.00001605714,0.0002648405,0.0002840175,0.00004833781],"category_scores_gemma":[0.00003662598,0.0002260571,0.0001095894,0.0005748324,0.000470226,0.000006039576,0.0001591341,0.0001615228,0.00001290695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156247,"about_ca_system_score_gemma":0.0007104429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073361,"about_ca_topic_score_gemma":0.007341603,"domain_scores_codex":[0.9979512,0.00003907225,0.0002286143,0.0007080436,0.0002119174,0.0008611419],"domain_scores_gemma":[0.9990712,0.00003947265,0.00005247455,0.0005220004,0.0002341971,0.00008058513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003457423,0.003663984,0.4043036,0.0001360633,0.002128348,0.000160949,0.0005394972,0.001675082,0.1448881,0.00545257,0.005244477,0.4283499],"study_design_scores_gemma":[0.02033691,0.002850719,0.1666094,0.0004764349,0.0001629153,0.0001629877,0.001195482,0.000009119222,0.7090552,0.02053641,0.07744788,0.001156565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489965,0.0138181,0.0000535505,0.03481064,0.0002091797,0.00114743,0.0007354541,0.00008014732,0.0001490056],"genre_scores_gemma":[0.9779755,0.01121776,0.0003675932,0.00009760587,0.0002593694,0.009699618,0.00004110733,0.0000472048,0.0002942282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.564167,"threshold_uncertainty_score":0.921834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05744455412146542,"score_gpt":0.4158342072753349,"score_spread":0.3583896531538695,"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."}}