{"id":"W2905826048","doi":"10.1097/gox.0000000000002027","title":"Direct-to-implant Breast Reconstruction with Autoderm","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"","keywords":"Breast reconstruction; Medicine; Implant; Mastectomy; Patient satisfaction; Mammaplasty; Surgery; Statistical significance; Breast reduction; Retrospective cohort study; Breast cancer; Internal medicine","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":[0.0005740903,0.0002237468,0.0002257657,0.0005621684,0.0001304537,0.0003385633,0.0002567503,0.000141794,0.003080874],"category_scores_gemma":[0.001200365,0.0001071109,0.000390704,0.0003834115,0.0002489347,0.0002468454,0.000434736,0.0001724837,0.0004278845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944659,"about_ca_system_score_gemma":0.0002009869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605835,"about_ca_topic_score_gemma":0.0002973018,"domain_scores_codex":[0.9996967,0.00006827227,0.00002649157,0.00004185166,0.0001322299,0.00003442266],"domain_scores_gemma":[0.9994873,0.0001850424,0.000182453,0.00007572398,0.00003500862,0.00003443666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001496821,0.0007192849,0.6150089,0.0006391839,0.000254155,0.003320701,0.0003475568,0.0007129781,0.02727055,0.0002594504,0.0005542046,0.3494163],"study_design_scores_gemma":[0.0001880103,0.00726063,0.8089758,0.0003054172,0.0002751132,0.15819,0.0005770011,0.001583674,0.01602747,0.000292871,0.006298642,0.00002537682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940565,0.002772421,0.001187682,0.00003761476,0.00001053957,0.00002744948,0.00006334051,0.00002720111,0.001817376],"genre_scores_gemma":[0.9975435,0.0008711817,0.001096514,0.00003691442,0.0000121407,0.000009495762,0.00008317079,0.000003645289,0.0003434167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080874,"threshold_uncertainty_score":0.01030654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868548885240898,"score_gpt":0.2624555336321596,"score_spread":0.2437700447797506,"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."}}