{"id":"W3095282326","doi":"10.1016/j.cps.2020.09.004","title":"Hot Topics in Breast Surgery","year":2020,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast surgery; General surgery; MEDLINE; Surgery; 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":[0.0008630349,0.001237509,0.002527565,0.007209484,0.0003680726,0.00197756,0.0008537064,0.00160001,0.02777869],"category_scores_gemma":[0.002350261,0.000412144,0.000995717,0.006884495,0.0005565051,0.002367011,0.001498849,0.001909656,0.005992074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087081,"about_ca_system_score_gemma":0.002742775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570691,"about_ca_topic_score_gemma":0.005794409,"domain_scores_codex":[0.9994456,0.0001055731,0.0001187428,0.00007967924,0.0001831353,0.00006717674],"domain_scores_gemma":[0.9988567,0.000460793,0.0002737578,0.0000241058,0.0002266841,0.0001579345],"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":[0.0000914892,0.0000530004,0.0002335871,0.0507705,0.0001532811,0.0001178414,0.00006668021,0.0001702597,0.0004439988,0.001184929,0.09075528,0.8559591],"study_design_scores_gemma":[0.00008113161,0.0001175078,0.001982869,0.03705605,0.0006085198,0.001012753,0.0001240795,0.00007717858,0.000117736,0.001145932,0.9576477,0.00002852638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005651827,0.997032,0.00004277744,0.0004778747,0.0008564604,0.000007116443,0.00004967185,0.0000105664,0.001466859],"genre_scores_gemma":[0.0004417573,0.9960887,0.0001001925,0.001141679,0.0010341,0.000008824076,0.00007123341,0.000003545133,0.001109922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02777869,"threshold_uncertainty_score":0.09292895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09857575691296834,"score_gpt":0.3489600152376029,"score_spread":0.2503842583246346,"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."}}