{"id":"W2062660341","doi":"10.1177/1090820x13495868","title":"Breast Reduction Scars","year":2013,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Mammaplasty; Scars; Breast reduction; Reduction (mathematics); Reduction Mammoplasty; Surgery; Cosmetic Techniques; Dermatology; Breast cancer; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006016438,0.0003170883,0.0002825126,0.0003677882,0.0002345637,0.0003877255,0.0001992559,0.0002751332,0.009034019],"category_scores_gemma":[0.003393807,0.0001071729,0.0003210005,0.0003778212,0.0003135964,0.0002215258,0.0003130838,0.0003445621,0.001243001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360667,"about_ca_system_score_gemma":0.0001946948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001856094,"about_ca_topic_score_gemma":0.0002662257,"domain_scores_codex":[0.9993724,0.000151054,0.00005922666,0.00005346856,0.0002583768,0.000105434],"domain_scores_gemma":[0.9971221,0.001151521,0.001135311,0.0002124438,0.0002106591,0.0001680421],"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":[0.0009951663,0.0004086171,0.2481395,0.001306836,0.0001825557,0.02834164,0.0007682323,0.0006083907,0.02958982,0.001436106,0.006460173,0.6817629],"study_design_scores_gemma":[0.00009995441,0.00260206,0.2263625,0.0003938402,0.0001186852,0.7401112,0.001105715,0.0005582756,0.007507953,0.0008551295,0.02025533,0.00002935153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626152,0.01110575,0.004701121,0.0005763101,0.00013459,0.0000826512,0.0002069415,0.0001182096,0.02045925],"genre_scores_gemma":[0.9936172,0.001636187,0.001313926,0.0004364545,0.00008658262,0.00002244374,0.000130074,0.00001239965,0.00274479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009034019,"threshold_uncertainty_score":0.03022176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466273755011431,"score_gpt":0.2253026052837007,"score_spread":0.2106398677335864,"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."}}