{"id":"W4381510324","doi":"10.1097/gox.0000000000005095","title":"“Spin” in Observational Studies in Deep Inferior Epigastric Perforator Flap Breast Reconstruction: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Observational study; Medicine; Breast reconstruction; Interquartile range; DIEP flap; MEDLINE; Population; Surgery; General surgery; Breast cancer; Intensive care medicine; Internal medicine; Cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04862251,0.001707436,0.01120698,0.01459782,0.00122148,0.004140235,0.002580583,0.003225147,0.003099439],"category_scores_gemma":[0.186722,0.001840834,0.01035636,0.01628422,0.002136808,0.004455176,0.002610264,0.001670775,0.000277983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568873,"about_ca_system_score_gemma":0.01117284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801033,"about_ca_topic_score_gemma":0.01813496,"domain_scores_codex":[0.9187711,0.03267579,0.0357792,0.003769866,0.008310797,0.0006932076],"domain_scores_gemma":[0.6841913,0.2558751,0.04528547,0.004749864,0.009166515,0.0007318069],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002251757,0.00001549245,0.004550811,0.9531023,0.02064469,0.000115289,0.0003984797,0.00007102686,0.00008998481,0.0002642962,0.0007369309,0.01978551],"study_design_scores_gemma":[0.0003067521,0.000161229,0.009479205,0.8769116,0.1045322,0.0003467808,0.0005504509,0.000163871,0.0001658855,0.0004813139,0.006843887,0.00005676119],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002880148,0.9947234,0.0004746806,0.0004236857,0.0001540831,0.0007324732,0.0003594699,0.00001060659,0.0002415174],"genre_scores_gemma":[0.08403607,0.9048652,0.003909233,0.002214567,0.0002927912,0.003793865,0.0006839063,0.00002359797,0.0001808471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9513775,"threshold_uncertainty_score":0.2571434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632581073600241,"score_gpt":0.402743640274178,"score_spread":0.2394855329141539,"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."}}