{"id":"W2970259848","doi":"10.1097/prs.0000000000006003","title":"Discussion: Immediate Breast Reconstruction Allows for the Timely Initiation of Postmastectomy Radiation Therapy","year":2019,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Suite; Plastic surgery; General surgery; Surgery; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008576122,0.0004332356,0.0004150055,0.0004478118,0.002388893,0.001602249,0.0008045917,0.01172076,0.01064157],"category_scores_gemma":[0.005337276,0.0002418078,0.0005912656,0.0003898866,0.001348586,0.002211784,0.0007658449,0.01052008,0.004816705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427624,"about_ca_system_score_gemma":0.001281749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050343,"about_ca_topic_score_gemma":0.003028032,"domain_scores_codex":[0.9990578,0.0002758082,0.0001066643,0.0001425852,0.0002313041,0.0001858347],"domain_scores_gemma":[0.9980956,0.001082863,0.0002373839,0.00007938637,0.0002604761,0.0002443393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366448,0.0001142311,0.007461429,0.0001936569,0.00002509913,0.1625133,0.001167102,0.0004584885,0.00145928,0.01096577,0.7667668,0.04873831],"study_design_scores_gemma":[0.00009901213,0.0002317182,0.004719191,0.0009941187,0.0000422546,0.3265492,0.002634757,0.001562486,0.001209753,0.01762073,0.6442628,0.00007402551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008487719,0.002265539,0.0006654508,0.9531558,0.007594405,0.00003369365,0.00009947897,0.0000814434,0.02761644],"genre_scores_gemma":[0.184781,0.007043593,0.001660296,0.7311987,0.04049581,0.0000625716,0.0001217321,0.00008605688,0.03455021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01172076,"threshold_uncertainty_score":0.03559959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220591927515678,"score_gpt":0.2389837936510304,"score_spread":0.2169246008994626,"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."}}