{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002885998,0.0003264492,0.0003072131,0.0007717913,0.0003433881,0.0002701009,0.0001784911,0.0004243198,0.005445206],"category_scores_gemma":[0.0002669852,0.00007591512,0.0003977914,0.000411767,0.0003878403,0.000298526,0.0002968164,0.0005604469,0.00147751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002770247,"about_ca_system_score_gemma":0.0002823069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003325022,"about_ca_topic_score_gemma":0.0007141999,"domain_scores_codex":[0.9999183,0.00002394276,0.000005575909,0.00001121985,0.00002697837,0.00001399667],"domain_scores_gemma":[0.9998976,0.00005268406,0.00001882972,0.000008886179,0.000008357599,0.00001365112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006472868,0.0003056333,0.001774065,0.004380944,0.0001311398,0.004076848,0.0001804544,0.0005945448,0.07383262,0.006925673,0.03268489,0.8744659],"study_design_scores_gemma":[0.0002372281,0.003420044,0.02129219,0.001492443,0.000280163,0.0798938,0.0001474803,0.0007065245,0.03639665,0.008020691,0.8480455,0.0000672063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01320944,0.9612987,0.002974144,0.00100715,0.001066271,0.00004141246,0.00003114035,0.0001003168,0.0202715],"genre_scores_gemma":[0.1403008,0.8339435,0.005470238,0.001624157,0.002402924,0.0001207679,0.0001665054,0.00003425351,0.01593682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005445206,"threshold_uncertainty_score":0.01821607,"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."}}