{"id":"W2731148010","doi":"10.1097/gox.0000000000001408","title":"A Limited Submuscular Direct-to-Implant Technique Utilizing AlloMax","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Implant; Computer science; Medicine; Surgery","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":[0.000357853,0.0005822568,0.0002770704,0.000423583,0.0001559183,0.0002392845,0.0004671231,0.0002359162,0.002030228],"category_scores_gemma":[0.0005048256,0.0001733781,0.000398238,0.0001678106,0.0002317432,0.0004184818,0.0004742666,0.0003181081,0.0006491347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007602414,"about_ca_system_score_gemma":0.0001756122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008523727,"about_ca_topic_score_gemma":0.0003054039,"domain_scores_codex":[0.9997579,0.00005525864,0.0000240784,0.00004806061,0.00008182711,0.00003278437],"domain_scores_gemma":[0.9996915,0.0000917258,0.0001093867,0.0000638995,0.00001332758,0.00003011033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002231059,0.002869764,0.05543512,0.0008992532,0.0002859304,0.006081991,0.0004416996,0.001020354,0.4463464,0.0004029787,0.001195342,0.48279],"study_design_scores_gemma":[0.001494921,0.06915665,0.4248817,0.0002909955,0.0008757474,0.3691442,0.0005566734,0.006811061,0.100129,0.0004270961,0.02599937,0.0002325921],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97703,0.002187463,0.01718626,0.00007641972,0.00006583018,0.0001225643,0.00006836436,0.0001759548,0.00308715],"genre_scores_gemma":[0.9720781,0.0009236642,0.02471298,0.0001789358,0.0001270586,0.0001187159,0.0001831505,0.00002858989,0.001648923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002030228,"threshold_uncertainty_score":0.00679177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384143172569513,"score_gpt":0.3002107921731433,"score_spread":0.261796474916192,"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."}}