{"id":"W4323303929","doi":"10.5281/zenodo.7701701","title":"How to Avoid Pseudoptosis after Lifting and Breast Reduction Mammaplasties","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Reduction (mathematics); Breast reduction; Computer science; Medicine; Mathematics; Surgery; Mammaplasty","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":[0.000598328,0.0004282346,0.0004000404,0.000753718,0.0006164297,0.0005786686,0.0003532262,0.001197457,0.002065479],"category_scores_gemma":[0.003391056,0.0001297403,0.0004424896,0.0002637609,0.0004232972,0.001332514,0.0003704519,0.001122303,0.001245181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246121,"about_ca_system_score_gemma":0.0004999444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004598428,"about_ca_topic_score_gemma":0.0006080113,"domain_scores_codex":[0.9997289,0.00005019277,0.00003575551,0.00002580546,0.0001021828,0.00005724328],"domain_scores_gemma":[0.99938,0.0002543111,0.0001440179,0.00004782326,0.00008298877,0.00009081233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004902838,0.0005432761,0.01948542,0.0009284024,0.00007341284,0.02180638,0.000671426,0.0007625237,0.01491297,0.001940733,0.01505086,0.9233342],"study_design_scores_gemma":[0.0003712268,0.003243485,0.193609,0.00225685,0.0004673302,0.5694928,0.004808989,0.00794679,0.0376642,0.01700526,0.1628087,0.0003253757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7252441,0.06141577,0.1319597,0.0290084,0.004100608,0.000496849,0.0001552646,0.001893347,0.0457259],"genre_scores_gemma":[0.8657843,0.03419968,0.07775909,0.00511869,0.003218852,0.000220071,0.0002425576,0.0002465552,0.01321008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002065479,"threshold_uncertainty_score":0.006909728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331508458536468,"score_gpt":0.2286434821924023,"score_spread":0.2053283976070376,"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."}}