{"id":"W2562271295","doi":"10.1097/prs.0000000000002855","title":"Evidence-Based Medicine: Autologous Breast Reconstruction","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009009749,0.001463236,0.001958792,0.003509652,0.001130201,0.00352594,0.001981011,0.006498661,0.02677565],"category_scores_gemma":[0.07462061,0.0005737566,0.002052837,0.002126277,0.0016144,0.004106229,0.002565888,0.007455286,0.00659843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225426,"about_ca_system_score_gemma":0.007525956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206233,"about_ca_topic_score_gemma":0.002770958,"domain_scores_codex":[0.9891312,0.004871593,0.002359227,0.0004040923,0.003012875,0.0002209907],"domain_scores_gemma":[0.9447637,0.03169538,0.00871003,0.0012198,0.01145808,0.002152958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002999697,0.0002531091,0.0008441285,0.09176741,0.0005933354,0.0003784044,0.0001594197,0.0004583346,0.0002810697,0.01080965,0.3405438,0.5536113],"study_design_scores_gemma":[0.0005235844,0.0002838126,0.00285828,0.4290332,0.0009382661,0.001363987,0.0003151282,0.0004154687,0.0004402846,0.02440424,0.5393377,0.00008610144],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00087465,0.5361713,0.005748367,0.3331035,0.06801911,0.001674784,0.000873376,0.0002186812,0.0533163],"genre_scores_gemma":[0.02612823,0.7510274,0.02598981,0.1338427,0.04971285,0.001899012,0.001189884,0.00006500046,0.01014517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02677565,"threshold_uncertainty_score":0.0895735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916468485649124,"score_gpt":0.2555498987080078,"score_spread":0.2163852138515165,"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."}}