{"id":"W2159632855","doi":"10.1016/j.ejso.2011.01.018","title":"Systematic review of radioguided surgery for non-palpable breast cancer","year":2011,"lang":"en","type":"review","venue":"European Journal of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Confidence interval; Breast cancer; Odds ratio; Breast-conserving surgery; Randomized controlled trial; Meta-analysis; Surgery; Cancer; Mastectomy; 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":[0.00361087,0.001174905,0.00573248,0.004581865,0.0002794759,0.001251324,0.001468057,0.001012917,0.003917178],"category_scores_gemma":[0.01269394,0.0006414033,0.004553517,0.005675281,0.0005538453,0.0009733727,0.001039453,0.0006806105,0.0002857083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149175,"about_ca_system_score_gemma":0.004180161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006024607,"about_ca_topic_score_gemma":0.02245321,"domain_scores_codex":[0.9978842,0.0006832677,0.0008190787,0.0002155633,0.0003233968,0.00007449313],"domain_scores_gemma":[0.9937086,0.004227042,0.001415711,0.0001041944,0.0004487706,0.00009570883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003356941,0.0000188071,0.0006935789,0.9140596,0.01728821,0.0001202955,0.00008974721,0.0001400846,0.0002807013,0.0001398674,0.002501687,0.06433167],"study_design_scores_gemma":[0.0009987836,0.0006814046,0.01201514,0.6107898,0.2946606,0.00116801,0.0003194948,0.0001340717,0.000476416,0.0005979477,0.07806893,0.00008950507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004927601,0.9989581,0.0000657991,0.00008225953,0.00004924004,0.00004605378,0.0001704911,0.000003209207,0.0001319391],"genre_scores_gemma":[0.007251534,0.9918855,0.0002839791,0.000261306,0.00004215307,0.00006101616,0.0001219612,0.000002385764,0.00009019324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006024607,"threshold_uncertainty_score":0.01909631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649510794895206,"score_gpt":0.3411646558663807,"score_spread":0.2946695479174286,"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."}}