{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009440516,0.0005954889,0.001337677,0.0008540115,0.0002896523,0.0001978011,0.0003850821,0.0004076684,0.002562765],"category_scores_gemma":[0.001758656,0.0005907437,0.0004352474,0.001396012,0.001262174,0.001107894,0.0001729905,0.0005568693,0.0003793626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646178,"about_ca_system_score_gemma":0.003420742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3683721,"about_ca_topic_score_gemma":0.315092,"domain_scores_codex":[0.9961041,0.0002061635,0.0009932637,0.00122812,0.0003195556,0.001148831],"domain_scores_gemma":[0.9963005,0.000990461,0.0003744685,0.0005909631,0.0009203768,0.0008232573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001252153,0.0001504232,0.8524101,0.00003938267,0.0005214364,0.0003218382,0.0001944572,5.739162e-7,0.0003805701,0.004281268,0.0009107814,0.1395371],"study_design_scores_gemma":[0.00166271,0.0001563556,0.9537507,0.001092183,0.0001642651,0.0219019,0.002317672,0.00003925193,0.001654311,0.01464961,0.001605155,0.001005831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688472,0.00008806904,0.00009384731,0.0006196853,0.002905958,0.001353107,0.0004178808,0.00009442429,0.1255798],"genre_scores_gemma":[0.9969306,0.00007561866,0.002002043,0.0002558914,0.0004161022,0.0001149325,0.00006586494,0.00005056903,0.00008839384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385312,"threshold_uncertainty_score":0.9996544,"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."}}