{"id":"W3132544023","doi":"10.1158/1538-7445.sabcs20-ps1-61","title":"Abstract PS1-61: Clinical and patient reported outcomes in oncoplastic breast conservation surgery from a single surgeon's practice in a busy community hospital in Canada","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Oncoplastic Surgery; Breast surgery; Mastectomy; Breast cancer; Breast-conserving surgery; General surgery; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003066319,0.0001772567,0.0002355725,0.0008620232,0.001540895,0.0008982123,0.0005396661,0.0003038676,0.002212116],"category_scores_gemma":[0.00201033,0.0002092409,0.0002009026,0.001675449,0.0006515852,0.0002851265,0.0006528156,0.0004712054,0.0002183463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009091109,"about_ca_system_score_gemma":0.009566531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6881549,"about_ca_topic_score_gemma":0.7774418,"domain_scores_codex":[0.9993536,0.00004510104,0.00006076758,0.00008509661,0.0002485812,0.0002068222],"domain_scores_gemma":[0.9966525,0.0002391456,0.001284165,0.0000406766,0.0007676454,0.001015824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003061175,0.00004901644,0.9963545,0.00002290861,0.000008885643,0.0002787967,0.0005797802,0.0000389146,0.0001288414,0.00001032595,0.0002762472,0.002221285],"study_design_scores_gemma":[0.00000378563,0.0001025578,0.9966425,0.00001701985,0.000005527212,0.0003801083,0.002450266,0.00008819503,0.00005340852,0.000005276593,0.0002453958,0.000006006402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990798,0.00008921688,0.00001514947,0.00008424286,0.000002372654,0.00001781214,0.0002802571,0.000001967502,0.0004291678],"genre_scores_gemma":[0.9994434,0.00009803048,0.00003561232,0.00004292108,0.000003038092,0.000006280095,0.0001951053,0.000001045227,0.0001747064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6881549,"threshold_uncertainty_score":0.6273633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152704677754794,"score_gpt":0.3950542488178506,"score_spread":0.2797837810423712,"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."}}