{"id":"W2801036625","doi":"10.1097/01.gox.0000533957.25646.ce","title":"Abstract 92: Immediate Breast Reconstruction in Alberta: A Canadian Perspective","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast reconstruction; Medicine; Mastectomy; Breast cancer; Ambulatory; Cancer; General surgery; Surgery; 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":[0.000876674,0.0003487314,0.0002491992,0.002278411,0.003508008,0.002056041,0.001285586,0.0005675404,0.006438487],"category_scores_gemma":[0.001966583,0.0002459961,0.0003716091,0.006204978,0.001225236,0.0004287188,0.001009608,0.001034687,0.0002947834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06423925,"about_ca_system_score_gemma":0.1267915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976423,"about_ca_topic_score_gemma":0.9988306,"domain_scores_codex":[0.9985469,0.00008161202,0.00005557983,0.0001064867,0.0006127466,0.000596553],"domain_scores_gemma":[0.9973906,0.0001609076,0.0003177972,0.00003502418,0.001169966,0.0009257185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002837932,0.00017542,0.8296359,0.0007791399,0.000127901,0.002616618,0.004297107,0.001116324,0.001266475,0.00518081,0.03522131,0.1192993],"study_design_scores_gemma":[0.00003457749,0.00006399106,0.9552527,0.0006616201,0.00009713612,0.001452827,0.01042604,0.0006119376,0.0001780497,0.0003361728,0.03083318,0.00005177595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8153787,0.04996166,0.0008846998,0.04463438,0.0004900826,0.0001902424,0.01120149,0.00009018535,0.07716852],"genre_scores_gemma":[0.968224,0.01859554,0.0009687637,0.003523016,0.0001735232,0.00002235906,0.002097464,0.00002492923,0.006370384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06423925,"threshold_uncertainty_score":0.4660906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530457081410876,"score_gpt":0.2717698277348446,"score_spread":0.2564652569207359,"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."}}