{"id":"W249893257","doi":"10.1177/229255031202000106","title":"Breast reconstruction and radiation therapy: A Canadian perspective","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Breast reconstruction; Medicine; Mastectomy; Radiation therapy; Plastic surgery; Surgery; Breast cancer; General surgery; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002470071,0.0004824044,0.0004761347,0.001990879,0.005256981,0.003278316,0.001088994,0.003388596,0.01319698],"category_scores_gemma":[0.005039627,0.0002464447,0.0004639293,0.004223371,0.004612455,0.001727817,0.001186123,0.003793322,0.0004833738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06561609,"about_ca_system_score_gemma":0.1281311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964004,"about_ca_topic_score_gemma":0.9822732,"domain_scores_codex":[0.9977741,0.0003539099,0.000094708,0.0001554093,0.0009550831,0.0006668461],"domain_scores_gemma":[0.9929342,0.0009446345,0.0004267138,0.00005339952,0.002885779,0.002755256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002608624,0.0002840821,0.03164858,0.003659777,0.0001056153,0.002357171,0.007112992,0.001489813,0.000967526,0.06167013,0.5347395,0.355704],"study_design_scores_gemma":[0.00008641633,0.0001947796,0.05818602,0.00638932,0.0001548084,0.002620282,0.01572489,0.0005409293,0.0002303238,0.007785839,0.9079177,0.0001686059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009047225,0.2831832,0.0002310213,0.6598898,0.002976938,0.00002284893,0.0003099025,0.00001481208,0.04432425],"genre_scores_gemma":[0.1997742,0.6955673,0.001091318,0.08788525,0.004136181,0.00001933673,0.0001683299,0.0000194788,0.01133866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06561609,"threshold_uncertainty_score":0.4760803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674828607831669,"score_gpt":0.2175405785236224,"score_spread":0.2007922924453057,"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."}}