{"id":"W2097549486","doi":"10.1503/cmaj.110513","title":"Breast reconstruction after mastectomy for breast cancer","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Ontario Ministry of Research and Innovation; Cancer Care Ontario","keywords":"Mastectomy; Breast reconstruction; Breast cancer; Medicine; Mammaplasty; Surgery; Cancer; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003515775,0.000596818,0.001158016,0.001436918,0.0002768333,0.0005817187,0.0005606562,0.0006982447,0.005227267],"category_scores_gemma":[0.0006151528,0.0001570107,0.0005267579,0.001389095,0.0003586805,0.0005026926,0.000303523,0.0007986623,0.001384876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217615,"about_ca_system_score_gemma":0.0006531258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520699,"about_ca_topic_score_gemma":0.004517817,"domain_scores_codex":[0.9997625,0.00003471448,0.00003084215,0.00004597255,0.000101654,0.00002425304],"domain_scores_gemma":[0.999833,0.00007193611,0.0000460978,0.000005187477,0.00003042724,0.00001331721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009155066,0.00007163869,0.0004261562,0.01901755,0.0001294533,0.000675165,0.00004242266,0.0001144234,0.001251106,0.00071022,0.01694974,0.9605205],"study_design_scores_gemma":[0.0001369645,0.0005882446,0.01421592,0.02997279,0.0006305511,0.03516094,0.0003097026,0.0001638839,0.001837869,0.001887265,0.9150459,0.00004999645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002252689,0.9985301,0.00005429436,0.00009043155,0.000114759,0.000004543181,0.00001011931,0.000003375542,0.0009670565],"genre_scores_gemma":[0.003088838,0.9952717,0.0001764714,0.0002186542,0.0003022349,0.000004661104,0.00002866718,0.000001455318,0.0009073465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005227267,"threshold_uncertainty_score":0.01748693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890472677458302,"score_gpt":0.2740704475462963,"score_spread":0.2551657207717133,"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."}}